Estimate Parameters of an slca Object

Estimates the parameters of a model created using the slca function.

Usage

estimate(x, ...)

# S3 method for class 'slca'
estimate(x,
   data,
   method = c("em", "hybrid", "nlm"),
   fix2zero = NULL,
   control = slcaControl(), ...)

Arguments

x

an slca object defining the slca model to be estimated.

...

additional arguments passed to the estimation process.

data

a data.frame containing the observed categorical variables included in the model.

method

a character string specifying the estimation method for SLCM parameters. The default is "em", which uses the expectation-maximization (EM) algorithm. The alternative "nlm" employs the Newton-Raphson algorithm via the nlm function, while "hybrid" combines both approaches, starting with EM and finishing with nlm for refined estimates.

fix2zero

a vector specifying parameters to be constrained to zero. When re-estimating a fitted object, an omitted argument retains its existing constraints; explicitly supplying NULL removes the constraint specification. See the 'Details' section for further information.

control

a list of control parameters for the estimation procedure. Modify default values using slcaControl().

Value

An object of class slcafit containing the following components:

model

a list describing of the model structure.

method

the estimation method used.

arg

a brief description of the model used during estimation.

mf

the data.frame used for estimation.

par

the log of the estimated paramters.

logit

the log-odds of the estimated parameters.

score

the score function for the estimated parameters.

posterior

a list of posterior probablities for each latent class variable.

convergence

a named logical vector indicating whether convergence was achieved for the EM and nlm steps. Steps not used by the selected method are returned as NA.

loglikelihood

the loglikelihood value of the estimated model.

control

the control settings used during the estimation process.

The returned object can be further processed using the param function to extract the estimated parameters or their standard errors. The regress function allows for logistic regression analysis using a three-step approach to evaluate the effects of external variables on latent class variables. Additionally, several other methods are available, including predict.slcafit, reorder.slcafit, gof, and others.

Details

The fix2zero argument allows you to constrain specific parameters to zero. Each parameter is associated with a unique index, which can be identified using the param function with the argument index = TRUE. To apply constraints, provide the relevant parameter indices in the fix2zero arguments with vector.

Manifest responses are categorical; continuous-response models are not supported. Corresponding indicators under equality constraints must have identical factor levels, including labels and order. For categories absent from a sample, declare the full levels explicitly, for example factor(x, levels = 1:3), consistently across constrained indicators.

See also

slca() param() slcaControl()

Examples

m <- slca(lc[3] ~ y1 + y2 + y3 + y4)
pi <- rep(1 / 3, 3)
rho <- c(.9, .1, .9, .1, .9, .1, .9, .1, # class 1
         .9, .1, .9, .1, .1, .9, .1, .9, # class 2
         .1, .9, .1, .9, .1, .9, .1, .9) # class 3
dt <- simulate(m, 200, parm = c(pi, rho))
estimate(m, dt$response)
#> Structural Latent Variable Model
#> 
#> Latent variables (Root*):           
#>  Label: lc*
#> nclass: 3  
#> 
#> Measurement model:                            
#>  lc -> { y1, y2, y3, y4 }  a
#> 
#> LogLik: -418.9054

# Several estimation methods
estimate(m, dt$response, method = "em",
         control = slcaControl(verbose = TRUE)) # default
#> EM iteration begin.
#> 1 iterations  logLik: -554.54  diff: inf      
2 iterations  logLik: -533.79  diff: 20.74630      
3 iterations  logLik: -530.51  diff: 3.28618      
4 iterations  logLik: -515.22  diff: 15.28819      
5 iterations  logLik: -475.98  diff: 39.23392      
6 iterations  logLik: -446.04  diff: 29.94218      
7 iterations  logLik: -436.56  diff: 9.48504      
8 iterations  logLik: -429.55  diff: 7.00494      
9 iterations  logLik: -423.13  diff: 6.41722      
10 iterations  logLik: -419.85  diff: 3.27974      
11 iterations  logLik: -419.09  diff: 0.76023      
12 iterations  logLik: -419.00  diff: 0.09750      
13 iterations  logLik: -418.99  diff: 0.01031      
14 iterations  logLik: -418.99  diff: 0.00156      
15 iterations  logLik: -418.98  diff: 0.00070      
16 iterations  logLik: -418.98  diff: 0.00063      
17 iterations  logLik: -418.98  diff: 0.00064      
18 iterations  logLik: -418.98  diff: 0.00066      
19 iterations  logLik: -418.98  diff: 0.00068      
20 iterations  logLik: -418.98  diff: 0.00070      
21 iterations  logLik: -418.98  diff: 0.00072      
22 iterations  logLik: -418.98  diff: 0.00074      
23 iterations  logLik: -418.98  diff: 0.00076      
24 iterations  logLik: -418.98  diff: 0.00078      
25 iterations  logLik: -418.98  diff: 0.00081      
26 iterations  logLik: -418.98  diff: 0.00083      
27 iterations  logLik: -418.98  diff: 0.00086      
28 iterations  logLik: -418.97  diff: 0.00088      
29 iterations  logLik: -418.97  diff: 0.00091      
30 iterations  logLik: -418.97  diff: 0.00093      
31 iterations  logLik: -418.97  diff: 0.00096      
32 iterations  logLik: -418.97  diff: 0.00099      
33 iterations  logLik: -418.97  diff: 0.00101      
34 iterations  logLik: -418.97  diff: 0.00104      
35 iterations  logLik: -418.97  diff: 0.00107      
36 iterations  logLik: -418.97  diff: 0.00110      
37 iterations  logLik: -418.97  diff: 0.00113      
38 iterations  logLik: -418.96  diff: 0.00116      
39 iterations  logLik: -418.96  diff: 0.00119      
40 iterations  logLik: -418.96  diff: 0.00122      
41 iterations  logLik: -418.96  diff: 0.00125      
42 iterations  logLik: -418.96  diff: 0.00128      
43 iterations  logLik: -418.96  diff: 0.00131      
44 iterations  logLik: -418.96  diff: 0.00134      
45 iterations  logLik: -418.96  diff: 0.00137      
46 iterations  logLik: -418.95  diff: 0.00140      
47 iterations  logLik: -418.95  diff: 0.00143      
48 iterations  logLik: -418.95  diff: 0.00146      
49 iterations  logLik: -418.95  diff: 0.00149      
50 iterations  logLik: -418.95  diff: 0.00152      
51 iterations  logLik: -418.95  diff: 0.00155      
52 iterations  logLik: -418.95  diff: 0.00157      
53 iterations  logLik: -418.94  diff: 0.00160      
54 iterations  logLik: -418.94  diff: 0.00163      
55 iterations  logLik: -418.94  diff: 0.00166      
56 iterations  logLik: -418.94  diff: 0.00168      
57 iterations  logLik: -418.94  diff: 0.00171      
58 iterations  logLik: -418.94  diff: 0.00173      
59 iterations  logLik: -418.93  diff: 0.00176      
60 iterations  logLik: -418.93  diff: 0.00178      
61 iterations  logLik: -418.93  diff: 0.00180      
62 iterations  logLik: -418.93  diff: 0.00182      
63 iterations  logLik: -418.93  diff: 0.00184      
64 iterations  logLik: -418.92  diff: 0.00186      
65 iterations  logLik: -418.92  diff: 0.00187      
66 iterations  logLik: -418.92  diff: 0.00189      
67 iterations  logLik: -418.92  diff: 0.00190      
68 iterations  logLik: -418.92  diff: 0.00192      
69 iterations  logLik: -418.91  diff: 0.00193      
70 iterations  logLik: -418.91  diff: 0.00194      
71 iterations  logLik: -418.91  diff: 0.00194      
72 iterations  logLik: -418.91  diff: 0.00195      
73 iterations  logLik: -418.91  diff: 0.00196      
74 iterations  logLik: -418.91  diff: 0.00196      
75 iterations  logLik: -418.90  diff: 0.00196      
76 iterations  logLik: -418.90  diff: 0.00196      
77 iterations  logLik: -418.90  diff: 0.00196      
78 iterations  logLik: -418.90  diff: 0.00196      
79 iterations  logLik: -418.90  diff: 0.00195      
80 iterations  logLik: -418.89  diff: 0.00194      
81 iterations  logLik: -418.89  diff: 0.00194      
82 iterations  logLik: -418.89  diff: 0.00193      
83 iterations  logLik: -418.89  diff: 0.00192      
84 iterations  logLik: -418.89  diff: 0.00190      
85 iterations  logLik: -418.88  diff: 0.00189      
86 iterations  logLik: -418.88  diff: 0.00187      
87 iterations  logLik: -418.88  diff: 0.00186      
88 iterations  logLik: -418.88  diff: 0.00184      
89 iterations  logLik: -418.88  diff: 0.00182      
90 iterations  logLik: -418.87  diff: 0.00180      
91 iterations  logLik: -418.87  diff: 0.00178      
92 iterations  logLik: -418.87  diff: 0.00176      
93 iterations  logLik: -418.87  diff: 0.00174      
94 iterations  logLik: -418.87  diff: 0.00171      
95 iterations  logLik: -418.87  diff: 0.00169      
96 iterations  logLik: -418.86  diff: 0.00166      
97 iterations  logLik: -418.86  diff: 0.00164      
98 iterations  logLik: -418.86  diff: 0.00161      
99 iterations  logLik: -418.86  diff: 0.00159      
100 iterations  logLik: -418.86  diff: 0.00156      
101 iterations  logLik: -418.86  diff: 0.00153      
102 iterations  logLik: -418.85  diff: 0.00150      
103 iterations  logLik: -418.85  diff: 0.00147      
104 iterations  logLik: -418.85  diff: 0.00145      
105 iterations  logLik: -418.85  diff: 0.00142      
106 iterations  logLik: -418.85  diff: 0.00139      
107 iterations  logLik: -418.85  diff: 0.00136      
108 iterations  logLik: -418.85  diff: 0.00133      
109 iterations  logLik: -418.85  diff: 0.00130      
110 iterations  logLik: -418.84  diff: 0.00127      
111 iterations  logLik: -418.84  diff: 0.00125      
112 iterations  logLik: -418.84  diff: 0.00122      
113 iterations  logLik: -418.84  diff: 0.00119      
114 iterations  logLik: -418.84  diff: 0.00116      
115 iterations  logLik: -418.84  diff: 0.00113      
116 iterations  logLik: -418.84  diff: 0.00111      
117 iterations  logLik: -418.84  diff: 0.00108      
118 iterations  logLik: -418.83  diff: 0.00105      
119 iterations  logLik: -418.83  diff: 0.00103      
120 iterations  logLik: -418.83  diff: 0.00100      
121 iterations  logLik: -418.83  diff: 0.00097      
122 iterations  logLik: -418.83  diff: 0.00095      
123 iterations  logLik: -418.83  diff: 0.00092      
124 iterations  logLik: -418.83  diff: 0.00090      
125 iterations  logLik: -418.83  diff: 0.00087      
126 iterations  logLik: -418.83  diff: 0.00085      
127 iterations  logLik: -418.83  diff: 0.00083      
128 iterations  logLik: -418.83  diff: 0.00080      
129 iterations  logLik: -418.82  diff: 0.00078      
130 iterations  logLik: -418.82  diff: 0.00076      
131 iterations  logLik: -418.82  diff: 0.00074      
132 iterations  logLik: -418.82  diff: 0.00072      
133 iterations  logLik: -418.82  diff: 0.00070      
134 iterations  logLik: -418.82  diff: 0.00068      
135 iterations  logLik: -418.82  diff: 0.00066      
136 iterations  logLik: -418.82  diff: 0.00064      
137 iterations  logLik: -418.82  diff: 0.00062      
138 iterations  logLik: -418.82  diff: 0.00060      
139 iterations  logLik: -418.82  diff: 0.00058      
140 iterations  logLik: -418.82  diff: 0.00056      
141 iterations  logLik: -418.82  diff: 0.00055      
142 iterations  logLik: -418.82  diff: 0.00053      
143 iterations  logLik: -418.82  diff: 0.00051      
144 iterations  logLik: -418.82  diff: 0.00050      
145 iterations  logLik: -418.81  diff: 0.00048      
146 iterations  logLik: -418.81  diff: 0.00047      
147 iterations  logLik: -418.81  diff: 0.00045      
148 iterations  logLik: -418.81  diff: 0.00044      
149 iterations  logLik: -418.81  diff: 0.00042      
150 iterations  logLik: -418.81  diff: 0.00041      
151 iterations  logLik: -418.81  diff: 0.00040      
152 iterations  logLik: -418.81  diff: 0.00038      
153 iterations  logLik: -418.81  diff: 0.00037      
154 iterations  logLik: -418.81  diff: 0.00036      
155 iterations  logLik: -418.81  diff: 0.00035      
156 iterations  logLik: -418.81  diff: 0.00034      
157 iterations  logLik: -418.81  diff: 0.00032      
158 iterations  logLik: -418.81  diff: 0.00031      
159 iterations  logLik: -418.81  diff: 0.00030      
160 iterations  logLik: -418.81  diff: 0.00029      
161 iterations  logLik: -418.81  diff: 0.00028      
162 iterations  logLik: -418.81  diff: 0.00027      
163 iterations  logLik: -418.81  diff: 0.00026      
164 iterations  logLik: -418.81  diff: 0.00026      
165 iterations  logLik: -418.81  diff: 0.00025      
166 iterations  logLik: -418.81  diff: 0.00024      
167 iterations  logLik: -418.81  diff: 0.00023      
168 iterations  logLik: -418.81  diff: 0.00022      
169 iterations  logLik: -418.81  diff: 0.00022      
170 iterations  logLik: -418.81  diff: 0.00021      
171 iterations  logLik: -418.81  diff: 0.00020      
172 iterations  logLik: -418.81  diff: 0.00019      
173 iterations  logLik: -418.81  diff: 0.00019      
174 iterations  logLik: -418.81  diff: 0.00018      
175 iterations  logLik: -418.81  diff: 0.00018      
176 iterations  logLik: -418.81  diff: 0.00017      
177 iterations  logLik: -418.81  diff: 0.00016      
178 iterations  logLik: -418.81  diff: 0.00016      
179 iterations  logLik: -418.81  diff: 0.00015      
180 iterations  logLik: -418.81  diff: 0.00015      
181 iterations  logLik: -418.80  diff: 0.00014      
182 iterations  logLik: -418.80  diff: 0.00014      
183 iterations  logLik: -418.80  diff: 0.00013      
184 iterations  logLik: -418.80  diff: 0.00013      
185 iterations  logLik: -418.80  diff: 0.00013      
186 iterations  logLik: -418.80  diff: 0.00012      
187 iterations  logLik: -418.80  diff: 0.00012      
188 iterations  logLik: -418.80  diff: 0.00011      
189 iterations  logLik: -418.80  diff: 0.00011      
190 iterations  logLik: -418.80  diff: 0.00011      
191 iterations  logLik: -418.80  diff: 0.00010      
192 iterations  logLik: -418.80  diff: 0.00010      
193 iterations  logLik: -418.80  diff: 0.00010      
194 iterations  logLik: -418.80  diff: 0.00009      
195 iterations  logLik: -418.80  diff: 0.00009      
196 iterations  logLik: -418.80  diff: 0.00009      
197 iterations  logLik: -418.80  diff: 0.00008      
198 iterations  logLik: -418.80  diff: 0.00008      
199 iterations  logLik: -418.80  diff: 0.00008      
200 iterations  logLik: -418.80  diff: 0.00008      
201 iterations  logLik: -418.80  diff: 0.00008      
202 iterations  logLik: -418.80  diff: 0.00007      
203 iterations  logLik: -418.80  diff: 0.00007      
204 iterations  logLik: -418.80  diff: 0.00007      
205 iterations  logLik: -418.80  diff: 0.00007      
206 iterations  logLik: -418.80  diff: 0.00006      
207 iterations  logLik: -418.80  diff: 0.00006      
208 iterations  logLik: -418.80  diff: 0.00006      
209 iterations  logLik: -418.80  diff: 0.00006      
210 iterations  logLik: -418.80  diff: 0.00006      
211 iterations  logLik: -418.80  diff: 0.00006      
212 iterations  logLik: -418.80  diff: 0.00005      
213 iterations  logLik: -418.80  diff: 0.00005      
214 iterations  logLik: -418.80  diff: 0.00005      
215 iterations  logLik: -418.80  diff: 0.00005      
216 iterations  logLik: -418.80  diff: 0.00005      
217 iterations  logLik: -418.80  diff: 0.00005      
218 iterations  logLik: -418.80  diff: 0.00005      
219 iterations  logLik: -418.80  diff: 0.00005      
220 iterations  logLik: -418.80  diff: 0.00004      
221 iterations  logLik: -418.80  diff: 0.00004      
222 iterations  logLik: -418.80  diff: 0.00004      
223 iterations  logLik: -418.80  diff: 0.00004      
224 iterations  logLik: -418.80  diff: 0.00004      
225 iterations  logLik: -418.80  diff: 0.00004      
226 iterations  logLik: -418.80  diff: 0.00004      
227 iterations  logLik: -418.80  diff: 0.00004      
228 iterations  logLik: -418.80  diff: 0.00004      
229 iterations  logLik: -418.80  diff: 0.00004      
230 iterations  logLik: -418.80  diff: 0.00004      
231 iterations  logLik: -418.80  diff: 0.00003      
232 iterations  logLik: -418.80  diff: 0.00003      
233 iterations  logLik: -418.80  diff: 0.00003      
234 iterations  logLik: -418.80  diff: 0.00003      
235 iterations  logLik: -418.80  diff: 0.00003      
236 iterations  logLik: -418.80  diff: 0.00003      
237 iterations  logLik: -418.80  diff: 0.00003      
238 iterations  logLik: -418.80  diff: 0.00003      
239 iterations  logLik: -418.80  diff: 0.00003      
240 iterations  logLik: -418.80  diff: 0.00003      
241 iterations  logLik: -418.80  diff: 0.00003      
242 iterations  logLik: -418.80  diff: 0.00003      
243 iterations  logLik: -418.80  diff: 0.00003      
244 iterations  logLik: -418.80  diff: 0.00003      
245 iterations  logLik: -418.80  diff: 0.00003      
246 iterations  logLik: -418.80  diff: 0.00003      
247 iterations  logLik: -418.80  diff: 0.00003      
248 iterations  logLik: -418.80  diff: 0.00002      
249 iterations  logLik: -418.80  diff: 0.00002      
250 iterations  logLik: -418.80  diff: 0.00002      
251 iterations  logLik: -418.80  diff: 0.00002      
252 iterations  logLik: -418.80  diff: 0.00002      
253 iterations  logLik: -418.80  diff: 0.00002      
254 iterations  logLik: -418.80  diff: 0.00002      
255 iterations  logLik: -418.80  diff: 0.00002      
256 iterations  logLik: -418.80  diff: 0.00002      
257 iterations  logLik: -418.80  diff: 0.00002      
258 iterations  logLik: -418.80  diff: 0.00002      
259 iterations  logLik: -418.80  diff: 0.00002      
260 iterations  logLik: -418.80  diff: 0.00002      
261 iterations  logLik: -418.80  diff: 0.00002      
262 iterations  logLik: -418.80  diff: 0.00002      
263 iterations  logLik: -418.80  diff: 0.00002      
264 iterations  logLik: -418.80  diff: 0.00002      
265 iterations  logLik: -418.80  diff: 0.00002      
266 iterations  logLik: -418.80  diff: 0.00002      
267 iterations  logLik: -418.80  diff: 0.00002      
268 iterations  logLik: -418.80  diff: 0.00002      
269 iterations  logLik: -418.80  diff: 0.00002      
270 iterations  logLik: -418.80  diff: 0.00002      
271 iterations  logLik: -418.80  diff: 0.00002      
272 iterations  logLik: -418.80  diff: 0.00002      
273 iterations  logLik: -418.80  diff: 0.00002      
274 iterations  logLik: -418.80  diff: 0.00002      
275 iterations  logLik: -418.80  diff: 0.00002      
276 iterations  logLik: -418.80  diff: 0.00002      
277 iterations  logLik: -418.80  diff: 0.00002      
278 iterations  logLik: -418.80  diff: 0.00002      
279 iterations  logLik: -418.80  diff: 0.00002      
280 iterations  logLik: -418.80  diff: 0.00002      
281 iterations  logLik: -418.80  diff: 0.00002      
282 iterations  logLik: -418.80  diff: 0.00002      
283 iterations  logLik: -418.80  diff: 0.00002      
284 iterations  logLik: -418.80  diff: 0.00002      
285 iterations  logLik: -418.80  diff: 0.00002      
286 iterations  logLik: -418.80  diff: 0.00002      
287 iterations  logLik: -418.80  diff: 0.00001      
288 iterations  logLik: -418.80  diff: 0.00001      
289 iterations  logLik: -418.80  diff: 0.00001      
290 iterations  logLik: -418.80  diff: 0.00001      
291 iterations  logLik: -418.80  diff: 0.00001      
292 iterations  logLik: -418.80  diff: 0.00001      
293 iterations  logLik: -418.80  diff: 0.00001      
294 iterations  logLik: -418.80  diff: 0.00001      
295 iterations  logLik: -418.80  diff: 0.00001      
296 iterations  logLik: -418.80  diff: 0.00001      
297 iterations  logLik: -418.80  diff: 0.00001      
298 iterations  logLik: -418.80  diff: 0.00001      
299 iterations  logLik: -418.80  diff: 0.00001      
300 iterations  logLik: -418.80  diff: 0.00001      
301 iterations  logLik: -418.80  diff: 0.00001      
302 iterations  logLik: -418.80  diff: 0.00001      
303 iterations  logLik: -418.80  diff: 0.00001      
304 iterations  logLik: -418.80  diff: 0.00001      
305 iterations  logLik: -418.80  diff: 0.00001      
306 iterations  logLik: -418.80  diff: 0.00001      
307 iterations  logLik: -418.80  diff: 0.00001      
308 iterations  logLik: -418.80  diff: 0.00001      
309 iterations  logLik: -418.80  diff: 0.00001      
310 iterations  logLik: -418.80  diff: 0.00001      
311 iterations  logLik: -418.80  diff: 0.00001      
312 iterations  logLik: -418.80  diff: 0.00001      
313 iterations  logLik: -418.80  diff: 0.00001      
314 iterations  logLik: -418.80  diff: 0.00001      
315 iterations  logLik: -418.80  diff: 0.00001      
316 iterations  logLik: -418.80  diff: 0.00001      
317 iterations  logLik: -418.80  diff: 0.00001      
318 iterations  logLik: -418.80  diff: 0.00001      
319 iterations  logLik: -418.80  diff: 0.00001      
320 iterations  logLik: -418.80  diff: 0.00001      
321 iterations  logLik: -418.80  diff: 0.00001      
322 iterations  logLik: -418.80  diff: 0.00001      
323 iterations  logLik: -418.80  diff: 0.00001      
324 iterations  logLik: -418.80  diff: 0.00001      
325 iterations  logLik: -418.80  diff: 0.00001      
326 iterations  logLik: -418.80  diff: 9.9e-06      
327 iterations  logLik: -418.80  diff: 9.8e-06      
328 iterations  logLik: -418.80  diff: 9.7e-06      
329 iterations  logLik: -418.80  diff: 9.6e-06      
330 iterations  logLik: -418.80  diff: 9.5e-06      
331 iterations  logLik: -418.80  diff: 9.4e-06      
332 iterations  logLik: -418.80  diff: 9.3e-06      
333 iterations  logLik: -418.80  diff: 9.3e-06      
334 iterations  logLik: -418.80  diff: 9.2e-06      
335 iterations  logLik: -418.80  diff: 9.1e-06      
336 iterations  logLik: -418.80  diff: 9.0e-06      
337 iterations  logLik: -418.80  diff: 8.9e-06      
338 iterations  logLik: -418.80  diff: 8.8e-06      
339 iterations  logLik: -418.80  diff: 8.7e-06      
340 iterations  logLik: -418.80  diff: 8.6e-06      
341 iterations  logLik: -418.80  diff: 8.5e-06      
342 iterations  logLik: -418.80  diff: 8.4e-06      
343 iterations  logLik: -418.80  diff: 8.3e-06      
344 iterations  logLik: -418.80  diff: 8.3e-06      
345 iterations  logLik: -418.80  diff: 8.2e-06      
346 iterations  logLik: -418.80  diff: 8.1e-06      
347 iterations  logLik: -418.80  diff: 8.0e-06      
348 iterations  logLik: -418.80  diff: 7.9e-06      
349 iterations  logLik: -418.80  diff: 7.8e-06      
350 iterations  logLik: -418.80  diff: 7.8e-06      
351 iterations  logLik: -418.80  diff: 7.7e-06      
352 iterations  logLik: -418.80  diff: 7.6e-06      
353 iterations  logLik: -418.80  diff: 7.5e-06      
354 iterations  logLik: -418.80  diff: 7.4e-06      
355 iterations  logLik: -418.80  diff: 7.4e-06      
356 iterations  logLik: -418.80  diff: 7.3e-06      
357 iterations  logLik: -418.80  diff: 7.2e-06      
358 iterations  logLik: -418.80  diff: 7.1e-06      
359 iterations  logLik: -418.80  diff: 7.1e-06      
360 iterations  logLik: -418.80  diff: 7.0e-06      
361 iterations  logLik: -418.80  diff: 6.9e-06      
362 iterations  logLik: -418.80  diff: 6.8e-06      
363 iterations  logLik: -418.80  diff: 6.8e-06      
364 iterations  logLik: -418.80  diff: 6.7e-06      
365 iterations  logLik: -418.80  diff: 6.6e-06      
366 iterations  logLik: -418.80  diff: 6.5e-06      
367 iterations  logLik: -418.80  diff: 6.5e-06      
368 iterations  logLik: -418.80  diff: 6.4e-06      
369 iterations  logLik: -418.80  diff: 6.3e-06      
370 iterations  logLik: -418.80  diff: 6.3e-06      
371 iterations  logLik: -418.80  diff: 6.2e-06      
372 iterations  logLik: -418.80  diff: 6.1e-06      
373 iterations  logLik: -418.80  diff: 6.1e-06      
374 iterations  logLik: -418.80  diff: 6.0e-06      
375 iterations  logLik: -418.80  diff: 5.9e-06      
376 iterations  logLik: -418.80  diff: 5.9e-06      
377 iterations  logLik: -418.80  diff: 5.8e-06      
378 iterations  logLik: -418.80  diff: 5.7e-06      
379 iterations  logLik: -418.80  diff: 5.7e-06      
380 iterations  logLik: -418.80  diff: 5.6e-06      
381 iterations  logLik: -418.80  diff: 5.6e-06      
382 iterations  logLik: -418.80  diff: 5.5e-06      
383 iterations  logLik: -418.80  diff: 5.4e-06      
384 iterations  logLik: -418.80  diff: 5.4e-06      
385 iterations  logLik: -418.80  diff: 5.3e-06      
386 iterations  logLik: -418.80  diff: 5.3e-06      
387 iterations  logLik: -418.80  diff: 5.2e-06      
388 iterations  logLik: -418.80  diff: 5.1e-06      
389 iterations  logLik: -418.80  diff: 5.1e-06      
390 iterations  logLik: -418.80  diff: 5.0e-06      
391 iterations  logLik: -418.80  diff: 5.0e-06      
392 iterations  logLik: -418.80  diff: 4.9e-06      
393 iterations  logLik: -418.80  diff: 4.9e-06      
394 iterations  logLik: -418.80  diff: 4.8e-06      
395 iterations  logLik: -418.80  diff: 4.7e-06      
396 iterations  logLik: -418.80  diff: 4.7e-06      
397 iterations  logLik: -418.80  diff: 4.6e-06      
398 iterations  logLik: -418.80  diff: 4.6e-06      
399 iterations  logLik: -418.80  diff: 4.5e-06      
400 iterations  logLik: -418.80  diff: 4.5e-06      
401 iterations  logLik: -418.80  diff: 4.4e-06      
402 iterations  logLik: -418.80  diff: 4.4e-06      
403 iterations  logLik: -418.80  diff: 4.3e-06      
404 iterations  logLik: -418.80  diff: 4.3e-06      
405 iterations  logLik: -418.80  diff: 4.2e-06      
406 iterations  logLik: -418.80  diff: 4.2e-06      
407 iterations  logLik: -418.80  diff: 4.1e-06      
408 iterations  logLik: -418.80  diff: 4.1e-06      
409 iterations  logLik: -418.80  diff: 4.0e-06      
410 iterations  logLik: -418.80  diff: 4.0e-06      
411 iterations  logLik: -418.80  diff: 4.0e-06      
412 iterations  logLik: -418.80  diff: 3.9e-06      
413 iterations  logLik: -418.80  diff: 3.9e-06      
414 iterations  logLik: -418.80  diff: 3.8e-06      
415 iterations  logLik: -418.80  diff: 3.8e-06      
416 iterations  logLik: -418.80  diff: 3.7e-06      
417 iterations  logLik: -418.80  diff: 3.7e-06      
418 iterations  logLik: -418.80  diff: 3.6e-06      
419 iterations  logLik: -418.80  diff: 3.6e-06      
420 iterations  logLik: -418.80  diff: 3.6e-06      
421 iterations  logLik: -418.80  diff: 3.5e-06      
422 iterations  logLik: -418.80  diff: 3.5e-06      
423 iterations  logLik: -418.80  diff: 3.4e-06      
424 iterations  logLik: -418.80  diff: 3.4e-06      
425 iterations  logLik: -418.80  diff: 3.4e-06      
426 iterations  logLik: -418.80  diff: 3.3e-06      
427 iterations  logLik: -418.80  diff: 3.3e-06      
428 iterations  logLik: -418.80  diff: 3.2e-06      
429 iterations  logLik: -418.80  diff: 3.2e-06      
430 iterations  logLik: -418.80  diff: 3.2e-06      
431 iterations  logLik: -418.80  diff: 3.1e-06      
432 iterations  logLik: -418.80  diff: 3.1e-06      
433 iterations  logLik: -418.80  diff: 3.0e-06      
434 iterations  logLik: -418.80  diff: 3.0e-06      
435 iterations  logLik: -418.80  diff: 3.0e-06      
436 iterations  logLik: -418.80  diff: 2.9e-06      
437 iterations  logLik: -418.80  diff: 2.9e-06      
438 iterations  logLik: -418.80  diff: 2.9e-06      
439 iterations  logLik: -418.80  diff: 2.8e-06      
440 iterations  logLik: -418.80  diff: 2.8e-06      
441 iterations  logLik: -418.80  diff: 2.8e-06      
442 iterations  logLik: -418.80  diff: 2.7e-06      
443 iterations  logLik: -418.80  diff: 2.7e-06      
444 iterations  logLik: -418.80  diff: 2.7e-06      
445 iterations  logLik: -418.80  diff: 2.6e-06      
446 iterations  logLik: -418.80  diff: 2.6e-06      
447 iterations  logLik: -418.80  diff: 2.6e-06      
448 iterations  logLik: -418.80  diff: 2.5e-06      
449 iterations  logLik: -418.80  diff: 2.5e-06      
450 iterations  logLik: -418.80  diff: 2.5e-06      
451 iterations  logLik: -418.80  diff: 2.5e-06      
452 iterations  logLik: -418.80  diff: 2.4e-06      
453 iterations  logLik: -418.80  diff: 2.4e-06      
454 iterations  logLik: -418.80  diff: 2.4e-06      
455 iterations  logLik: -418.80  diff: 2.3e-06      
456 iterations  logLik: -418.80  diff: 2.3e-06      
457 iterations  logLik: -418.80  diff: 2.3e-06      
458 iterations  logLik: -418.80  diff: 2.2e-06      
459 iterations  logLik: -418.80  diff: 2.2e-06      
460 iterations  logLik: -418.80  diff: 2.2e-06      
461 iterations  logLik: -418.80  diff: 2.2e-06      
462 iterations  logLik: -418.80  diff: 2.1e-06      
463 iterations  logLik: -418.80  diff: 2.1e-06      
464 iterations  logLik: -418.80  diff: 2.1e-06      
465 iterations  logLik: -418.80  diff: 2.1e-06      
466 iterations  logLik: -418.80  diff: 2.0e-06      
467 iterations  logLik: -418.80  diff: 2.0e-06      
468 iterations  logLik: -418.80  diff: 2.0e-06      
469 iterations  logLik: -418.80  diff: 2.0e-06      
470 iterations  logLik: -418.80  diff: 1.9e-06      
471 iterations  logLik: -418.80  diff: 1.9e-06      
472 iterations  logLik: -418.80  diff: 1.9e-06      
473 iterations  logLik: -418.80  diff: 1.9e-06      
474 iterations  logLik: -418.80  diff: 1.8e-06      
475 iterations  logLik: -418.80  diff: 1.8e-06      
476 iterations  logLik: -418.80  diff: 1.8e-06      
477 iterations  logLik: -418.80  diff: 1.8e-06      
478 iterations  logLik: -418.80  diff: 1.8e-06      
479 iterations  logLik: -418.80  diff: 1.7e-06      
480 iterations  logLik: -418.80  diff: 1.7e-06      
481 iterations  logLik: -418.80  diff: 1.7e-06      
482 iterations  logLik: -418.80  diff: 1.7e-06      
483 iterations  logLik: -418.80  diff: 1.6e-06      
484 iterations  logLik: -418.80  diff: 1.6e-06      
485 iterations  logLik: -418.80  diff: 1.6e-06      
486 iterations  logLik: -418.80  diff: 1.6e-06      
487 iterations  logLik: -418.80  diff: 1.6e-06      
488 iterations  logLik: -418.80  diff: 1.5e-06      
489 iterations  logLik: -418.80  diff: 1.5e-06      
490 iterations  logLik: -418.80  diff: 1.5e-06      
491 iterations  logLik: -418.80  diff: 1.5e-06      
492 iterations  logLik: -418.80  diff: 1.5e-06      
493 iterations  logLik: -418.80  diff: 1.4e-06      
494 iterations  logLik: -418.80  diff: 1.4e-06      
495 iterations  logLik: -418.80  diff: 1.4e-06      
496 iterations  logLik: -418.80  diff: 1.4e-06      
497 iterations  logLik: -418.80  diff: 1.4e-06      
498 iterations  logLik: -418.80  diff: 1.4e-06      
499 iterations  logLik: -418.80  diff: 1.3e-06      
500 iterations  logLik: -418.80  diff: 1.3e-06      
501 iterations  logLik: -418.80  diff: 1.3e-06      
502 iterations  logLik: -418.80  diff: 1.3e-06      
503 iterations  logLik: -418.80  diff: 1.3e-06      
504 iterations  logLik: -418.80  diff: 1.3e-06      
505 iterations  logLik: -418.80  diff: 1.2e-06      
506 iterations  logLik: -418.80  diff: 1.2e-06      
507 iterations  logLik: -418.80  diff: 1.2e-06      
508 iterations  logLik: -418.80  diff: 1.2e-06      
509 iterations  logLik: -418.80  diff: 1.2e-06      
510 iterations  logLik: -418.80  diff: 1.2e-06      
511 iterations  logLik: -418.80  diff: 1.1e-06      
512 iterations  logLik: -418.80  diff: 1.1e-06      
513 iterations  logLik: -418.80  diff: 1.1e-06      
514 iterations  logLik: -418.80  diff: 1.1e-06      
515 iterations  logLik: -418.80  diff: 1.1e-06      
516 iterations  logLik: -418.80  diff: 1.1e-06      
517 iterations  logLik: -418.80  diff: 1.1e-06      
518 iterations  logLik: -418.80  diff: 1.0e-06      
519 iterations  logLik: -418.80  diff: 1.0e-06      
520 iterations  logLik: -418.80  diff: 1.0e-06      
521 iterations  logLik: -418.80  diff: 1.0e-06      
522 iterations  logLik: -418.80  diff: 1.0e-06      
523 iterations  logLik: -418.80  diff: 9.8e-07      
524 iterations  logLik: -418.80  diff: 9.7e-07      
525 iterations  logLik: -418.80  diff: 9.6e-07      
526 iterations  logLik: -418.80  diff: 9.4e-07      
527 iterations  logLik: -418.80  diff: 9.3e-07      
528 iterations  logLik: -418.80  diff: 9.2e-07      
529 iterations  logLik: -418.80  diff: 9.1e-07      
530 iterations  logLik: -418.80  diff: 9.0e-07      
531 iterations  logLik: -418.80  diff: 8.8e-07      
532 iterations  logLik: -418.80  diff: 8.7e-07      
533 iterations  logLik: -418.80  diff: 8.6e-07      
534 iterations  logLik: -418.80  diff: 8.5e-07      
535 iterations  logLik: -418.80  diff: 8.4e-07      
536 iterations  logLik: -418.80  diff: 8.3e-07      
537 iterations  logLik: -418.80  diff: 8.2e-07      
538 iterations  logLik: -418.80  diff: 8.1e-07      
539 iterations  logLik: -418.80  diff: 8.0e-07      
540 iterations  logLik: -418.80  diff: 7.9e-07      
541 iterations  logLik: -418.80  diff: 7.8e-07      
542 iterations  logLik: -418.80  diff: 7.6e-07      
543 iterations  logLik: -418.80  diff: 7.5e-07      
544 iterations  logLik: -418.80  diff: 7.4e-07      
545 iterations  logLik: -418.80  diff: 7.3e-07      
546 iterations  logLik: -418.80  diff: 7.3e-07      
547 iterations  logLik: -418.80  diff: 7.2e-07      
548 iterations  logLik: -418.80  diff: 7.1e-07      
549 iterations  logLik: -418.80  diff: 7.0e-07      
550 iterations  logLik: -418.80  diff: 6.9e-07      
551 iterations  logLik: -418.80  diff: 6.8e-07      
552 iterations  logLik: -418.80  diff: 6.7e-07      
553 iterations  logLik: -418.80  diff: 6.6e-07      
554 iterations  logLik: -418.80  diff: 6.5e-07      
555 iterations  logLik: -418.80  diff: 6.4e-07      
556 iterations  logLik: -418.80  diff: 6.3e-07      
557 iterations  logLik: -418.80  diff: 6.3e-07      
558 iterations  logLik: -418.80  diff: 6.2e-07      
559 iterations  logLik: -418.80  diff: 6.1e-07      
560 iterations  logLik: -418.80  diff: 6.0e-07      
561 iterations  logLik: -418.80  diff: 5.9e-07      
562 iterations  logLik: -418.80  diff: 5.9e-07      
563 iterations  logLik: -418.80  diff: 5.8e-07      
564 iterations  logLik: -418.80  diff: 5.7e-07      
565 iterations  logLik: -418.80  diff: 5.6e-07      
566 iterations  logLik: -418.80  diff: 5.6e-07      
567 iterations  logLik: -418.80  diff: 5.5e-07      
568 iterations  logLik: -418.80  diff: 5.4e-07      
569 iterations  logLik: -418.80  diff: 5.3e-07      
570 iterations  logLik: -418.80  diff: 5.3e-07      
571 iterations  logLik: -418.80  diff: 5.2e-07      
572 iterations  logLik: -418.80  diff: 5.1e-07      
573 iterations  logLik: -418.80  diff: 5.1e-07      
574 iterations  logLik: -418.80  diff: 5.0e-07      
575 iterations  logLik: -418.80  diff: 4.9e-07      
576 iterations  logLik: -418.80  diff: 4.9e-07      
577 iterations  logLik: -418.80  diff: 4.8e-07      
578 iterations  logLik: -418.80  diff: 4.7e-07      
579 iterations  logLik: -418.80  diff: 4.7e-07      
580 iterations  logLik: -418.80  diff: 4.6e-07      
581 iterations  logLik: -418.80  diff: 4.5e-07      
582 iterations  logLik: -418.80  diff: 4.5e-07      
583 iterations  logLik: -418.80  diff: 4.4e-07      
584 iterations  logLik: -418.80  diff: 4.4e-07      
585 iterations  logLik: -418.80  diff: 4.3e-07      
586 iterations  logLik: -418.80  diff: 4.2e-07      
587 iterations  logLik: -418.80  diff: 4.2e-07      
588 iterations  logLik: -418.80  diff: 4.1e-07      
589 iterations  logLik: -418.80  diff: 4.1e-07      
590 iterations  logLik: -418.80  diff: 4.0e-07      
591 iterations  logLik: -418.80  diff: 4.0e-07      
592 iterations  logLik: -418.80  diff: 3.9e-07      
593 iterations  logLik: -418.80  diff: 3.9e-07      
594 iterations  logLik: -418.80  diff: 3.8e-07      
595 iterations  logLik: -418.80  diff: 3.8e-07      
596 iterations  logLik: -418.80  diff: 3.7e-07      
597 iterations  logLik: -418.80  diff: 3.6e-07      
598 iterations  logLik: -418.80  diff: 3.6e-07      
599 iterations  logLik: -418.80  diff: 3.6e-07      
600 iterations  logLik: -418.80  diff: 3.5e-07      
601 iterations  logLik: -418.80  diff: 3.5e-07      
602 iterations  logLik: -418.80  diff: 3.4e-07      
603 iterations  logLik: -418.80  diff: 3.4e-07      
604 iterations  logLik: -418.80  diff: 3.3e-07      
605 iterations  logLik: -418.80  diff: 3.3e-07      
606 iterations  logLik: -418.80  diff: 3.2e-07      
607 iterations  logLik: -418.80  diff: 3.2e-07      
608 iterations  logLik: -418.80  diff: 3.1e-07      
609 iterations  logLik: -418.80  diff: 3.1e-07      
610 iterations  logLik: -418.80  diff: 3.1e-07      
611 iterations  logLik: -418.80  diff: 3.0e-07      
612 iterations  logLik: -418.80  diff: 3.0e-07      
613 iterations  logLik: -418.80  diff: 2.9e-07      
614 iterations  logLik: -418.80  diff: 2.9e-07      
615 iterations  logLik: -418.80  diff: 2.9e-07      
616 iterations  logLik: -418.80  diff: 2.8e-07      
617 iterations  logLik: -418.80  diff: 2.8e-07      
618 iterations  logLik: -418.80  diff: 2.7e-07      
619 iterations  logLik: -418.80  diff: 2.7e-07      
620 iterations  logLik: -418.80  diff: 2.7e-07      
621 iterations  logLik: -418.80  diff: 2.6e-07      
622 iterations  logLik: -418.80  diff: 2.6e-07      
623 iterations  logLik: -418.80  diff: 2.6e-07      
624 iterations  logLik: -418.80  diff: 2.5e-07      
625 iterations  logLik: -418.80  diff: 2.5e-07      
626 iterations  logLik: -418.80  diff: 2.5e-07      
627 iterations  logLik: -418.80  diff: 2.4e-07      
628 iterations  logLik: -418.80  diff: 2.4e-07      
629 iterations  logLik: -418.80  diff: 2.4e-07      
630 iterations  logLik: -418.80  diff: 2.3e-07      
631 iterations  logLik: -418.80  diff: 2.3e-07      
632 iterations  logLik: -418.80  diff: 2.3e-07      
633 iterations  logLik: -418.80  diff: 2.2e-07      
634 iterations  logLik: -418.80  diff: 2.2e-07      
635 iterations  logLik: -418.80  diff: 2.2e-07      
636 iterations  logLik: -418.80  diff: 2.1e-07      
637 iterations  logLik: -418.80  diff: 2.1e-07      
638 iterations  logLik: -418.80  diff: 2.1e-07      
639 iterations  logLik: -418.80  diff: 2.0e-07      
640 iterations  logLik: -418.80  diff: 2.0e-07      
641 iterations  logLik: -418.80  diff: 2.0e-07      
642 iterations  logLik: -418.80  diff: 2.0e-07      
643 iterations  logLik: -418.80  diff: 1.9e-07      
644 iterations  logLik: -418.80  diff: 1.9e-07      
645 iterations  logLik: -418.80  diff: 1.9e-07      
646 iterations  logLik: -418.80  diff: 1.9e-07      
647 iterations  logLik: -418.80  diff: 1.8e-07      
648 iterations  logLik: -418.80  diff: 1.8e-07      
649 iterations  logLik: -418.80  diff: 1.8e-07      
650 iterations  logLik: -418.80  diff: 1.8e-07      
651 iterations  logLik: -418.80  diff: 1.7e-07      
652 iterations  logLik: -418.80  diff: 1.7e-07      
653 iterations  logLik: -418.80  diff: 1.7e-07      
654 iterations  logLik: -418.80  diff: 1.7e-07      
655 iterations  logLik: -418.80  diff: 1.6e-07      
656 iterations  logLik: -418.80  diff: 1.6e-07      
657 iterations  logLik: -418.80  diff: 1.6e-07      
658 iterations  logLik: -418.80  diff: 1.6e-07      
659 iterations  logLik: -418.80  diff: 1.6e-07      
660 iterations  logLik: -418.80  diff: 1.5e-07      
661 iterations  logLik: -418.80  diff: 1.5e-07      
662 iterations  logLik: -418.80  diff: 1.5e-07      
663 iterations  logLik: -418.80  diff: 1.5e-07      
664 iterations  logLik: -418.80  diff: 1.4e-07      
665 iterations  logLik: -418.80  diff: 1.4e-07      
666 iterations  logLik: -418.80  diff: 1.4e-07      
667 iterations  logLik: -418.80  diff: 1.4e-07      
668 iterations  logLik: -418.80  diff: 1.4e-07      
669 iterations  logLik: -418.80  diff: 1.4e-07      
670 iterations  logLik: -418.80  diff: 1.3e-07      
671 iterations  logLik: -418.80  diff: 1.3e-07      
672 iterations  logLik: -418.80  diff: 1.3e-07      
673 iterations  logLik: -418.80  diff: 1.3e-07      
674 iterations  logLik: -418.80  diff: 1.3e-07      
675 iterations  logLik: -418.80  diff: 1.2e-07      
676 iterations  logLik: -418.80  diff: 1.2e-07      
677 iterations  logLik: -418.80  diff: 1.2e-07      
678 iterations  logLik: -418.80  diff: 1.2e-07      
679 iterations  logLik: -418.80  diff: 1.2e-07      
680 iterations  logLik: -418.80  diff: 1.2e-07      
681 iterations  logLik: -418.80  diff: 1.1e-07      
682 iterations  logLik: -418.80  diff: 1.1e-07      
683 iterations  logLik: -418.80  diff: 1.1e-07      
684 iterations  logLik: -418.80  diff: 1.1e-07      
685 iterations  logLik: -418.80  diff: 1.1e-07      
686 iterations  logLik: -418.80  diff: 1.1e-07      
687 iterations  logLik: -418.80  diff: 1.0e-07      
688 iterations  logLik: -418.80  diff: 1.0e-07      
689 iterations  logLik: -418.80  diff: 1.0e-07      
690 iterations  logLik: -418.80  diff: 1.0e-07      
691 iterations  logLik: -418.80  diff: 9.9e-08      
692 iterations  logLik: -418.80  diff: 9.8e-08      
693 iterations  logLik: -418.80  diff: 9.7e-08      
694 iterations  logLik: -418.80  diff: 9.5e-08      
695 iterations  logLik: -418.80  diff: 9.4e-08      
696 iterations  logLik: -418.80  diff: 9.3e-08      
697 iterations  logLik: -418.80  diff: 9.1e-08      
698 iterations  logLik: -418.80  diff: 9.0e-08      
699 iterations  logLik: -418.80  diff: 8.9e-08      
700 iterations  logLik: -418.80  diff: 8.7e-08      
701 iterations  logLik: -418.80  diff: 8.6e-08      
702 iterations  logLik: -418.80  diff: 8.5e-08      
703 iterations  logLik: -418.80  diff: 8.4e-08      
704 iterations  logLik: -418.80  diff: 8.3e-08      
705 iterations  logLik: -418.80  diff: 8.2e-08      
706 iterations  logLik: -418.80  diff: 8.0e-08      
707 iterations  logLik: -418.80  diff: 7.9e-08      
708 iterations  logLik: -418.80  diff: 7.8e-08      
709 iterations  logLik: -418.80  diff: 7.7e-08      
710 iterations  logLik: -418.80  diff: 7.6e-08      
711 iterations  logLik: -418.80  diff: 7.5e-08      
712 iterations  logLik: -418.80  diff: 7.4e-08      
713 iterations  logLik: -418.80  diff: 7.3e-08      
714 iterations  logLik: -418.80  diff: 7.2e-08      
715 iterations  logLik: -418.80  diff: 7.1e-08      
716 iterations  logLik: -418.80  diff: 7.0e-08      
717 iterations  logLik: -418.80  diff: 6.9e-08      
718 iterations  logLik: -418.80  diff: 6.8e-08      
719 iterations  logLik: -418.80  diff: 6.7e-08      
720 iterations  logLik: -418.80  diff: 6.6e-08      
721 iterations  logLik: -418.80  diff: 6.5e-08      
722 iterations  logLik: -418.80  diff: 6.4e-08      
723 iterations  logLik: -418.80  diff: 6.3e-08      
724 iterations  logLik: -418.80  diff: 6.2e-08      
725 iterations  logLik: -418.80  diff: 6.2e-08      
726 iterations  logLik: -418.80  diff: 6.1e-08      
727 iterations  logLik: -418.80  diff: 6.0e-08      
728 iterations  logLik: -418.80  diff: 5.9e-08      
729 iterations  logLik: -418.80  diff: 5.8e-08      
730 iterations  logLik: -418.80  diff: 5.7e-08      
731 iterations  logLik: -418.80  diff: 5.7e-08      
732 iterations  logLik: -418.80  diff: 5.6e-08      
733 iterations  logLik: -418.80  diff: 5.5e-08      
734 iterations  logLik: -418.80  diff: 5.4e-08      
735 iterations  logLik: -418.80  diff: 5.3e-08      
736 iterations  logLik: -418.80  diff: 5.3e-08      
737 iterations  logLik: -418.80  diff: 5.2e-08      
738 iterations  logLik: -418.80  diff: 5.1e-08      
739 iterations  logLik: -418.80  diff: 5.0e-08      
740 iterations  logLik: -418.80  diff: 5.0e-08      
741 iterations  logLik: -418.80  diff: 4.9e-08      
742 iterations  logLik: -418.80  diff: 4.8e-08      
743 iterations  logLik: -418.80  diff: 4.8e-08      
744 iterations  logLik: -418.80  diff: 4.7e-08      
745 iterations  logLik: -418.80  diff: 4.6e-08      
746 iterations  logLik: -418.80  diff: 4.6e-08      
747 iterations  logLik: -418.80  diff: 4.5e-08      
748 iterations  logLik: -418.80  diff: 4.4e-08      
749 iterations  logLik: -418.80  diff: 4.4e-08      
750 iterations  logLik: -418.80  diff: 4.3e-08      
751 iterations  logLik: -418.80  diff: 4.3e-08      
752 iterations  logLik: -418.80  diff: 4.2e-08      
753 iterations  logLik: -418.80  diff: 4.1e-08      
754 iterations  logLik: -418.80  diff: 4.1e-08      
755 iterations  logLik: -418.80  diff: 4.0e-08      
756 iterations  logLik: -418.80  diff: 4.0e-08      
757 iterations  logLik: -418.80  diff: 3.9e-08      
758 iterations  logLik: -418.80  diff: 3.9e-08      
759 iterations  logLik: -418.80  diff: 3.8e-08      
760 iterations  logLik: -418.80  diff: 3.7e-08      
761 iterations  logLik: -418.80  diff: 3.7e-08      
762 iterations  logLik: -418.80  diff: 3.6e-08      
763 iterations  logLik: -418.80  diff: 3.6e-08      
764 iterations  logLik: -418.80  diff: 3.5e-08      
765 iterations  logLik: -418.80  diff: 3.5e-08      
766 iterations  logLik: -418.80  diff: 3.4e-08      
767 iterations  logLik: -418.80  diff: 3.4e-08      
768 iterations  logLik: -418.80  diff: 3.3e-08      
769 iterations  logLik: -418.80  diff: 3.3e-08      
770 iterations  logLik: -418.80  diff: 3.3e-08      
771 iterations  logLik: -418.80  diff: 3.2e-08      
772 iterations  logLik: -418.80  diff: 3.2e-08      
773 iterations  logLik: -418.80  diff: 3.1e-08      
774 iterations  logLik: -418.80  diff: 3.1e-08      
775 iterations  logLik: -418.80  diff: 3.0e-08      
776 iterations  logLik: -418.80  diff: 3.0e-08      
777 iterations  logLik: -418.80  diff: 2.9e-08      
778 iterations  logLik: -418.80  diff: 2.9e-08      
779 iterations  logLik: -418.80  diff: 2.9e-08      
780 iterations  logLik: -418.80  diff: 2.8e-08      
781 iterations  logLik: -418.80  diff: 2.8e-08      
782 iterations  logLik: -418.80  diff: 2.7e-08      
783 iterations  logLik: -418.80  diff: 2.7e-08      
784 iterations  logLik: -418.80  diff: 2.7e-08      
785 iterations  logLik: -418.80  diff: 2.6e-08      
786 iterations  logLik: -418.80  diff: 2.6e-08      
787 iterations  logLik: -418.80  diff: 2.6e-08      
788 iterations  logLik: -418.80  diff: 2.5e-08      
789 iterations  logLik: -418.80  diff: 2.5e-08      
790 iterations  logLik: -418.80  diff: 2.4e-08      
791 iterations  logLik: -418.80  diff: 2.4e-08      
792 iterations  logLik: -418.80  diff: 2.4e-08      
793 iterations  logLik: -418.80  diff: 2.3e-08      
794 iterations  logLik: -418.80  diff: 2.3e-08      
795 iterations  logLik: -418.80  diff: 2.3e-08      
796 iterations  logLik: -418.80  diff: 2.2e-08      
797 iterations  logLik: -418.80  diff: 2.2e-08      
798 iterations  logLik: -418.80  diff: 2.2e-08      
799 iterations  logLik: -418.80  diff: 2.2e-08      
800 iterations  logLik: -418.80  diff: 2.1e-08      
801 iterations  logLik: -418.80  diff: 2.1e-08      
802 iterations  logLik: -418.80  diff: 2.1e-08      
803 iterations  logLik: -418.80  diff: 2.0e-08      
804 iterations  logLik: -418.80  diff: 2.0e-08      
805 iterations  logLik: -418.80  diff: 2.0e-08      
806 iterations  logLik: -418.80  diff: 1.9e-08      
807 iterations  logLik: -418.80  diff: 1.9e-08      
808 iterations  logLik: -418.80  diff: 1.9e-08      
809 iterations  logLik: -418.80  diff: 1.9e-08      
810 iterations  logLik: -418.80  diff: 1.8e-08      
811 iterations  logLik: -418.80  diff: 1.8e-08      
812 iterations  logLik: -418.80  diff: 1.8e-08      
813 iterations  logLik: -418.80  diff: 1.8e-08      
814 iterations  logLik: -418.80  diff: 1.7e-08      
815 iterations  logLik: -418.80  diff: 1.7e-08      
816 iterations  logLik: -418.80  diff: 1.7e-08      
817 iterations  logLik: -418.80  diff: 1.7e-08      
818 iterations  logLik: -418.80  diff: 1.6e-08      
819 iterations  logLik: -418.80  diff: 1.6e-08      
820 iterations  logLik: -418.80  diff: 1.6e-08      
821 iterations  logLik: -418.80  diff: 1.6e-08      
822 iterations  logLik: -418.80  diff: 1.6e-08      
823 iterations  logLik: -418.80  diff: 1.5e-08      
824 iterations  logLik: -418.80  diff: 1.5e-08      
825 iterations  logLik: -418.80  diff: 1.5e-08      
826 iterations  logLik: -418.80  diff: 1.5e-08      
827 iterations  logLik: -418.80  diff: 1.4e-08      
828 iterations  logLik: -418.80  diff: 1.4e-08      
829 iterations  logLik: -418.80  diff: 1.4e-08      
830 iterations  logLik: -418.80  diff: 1.4e-08      
831 iterations  logLik: -418.80  diff: 1.4e-08      
832 iterations  logLik: -418.80  diff: 1.3e-08      
833 iterations  logLik: -418.80  diff: 1.3e-08      
834 iterations  logLik: -418.80  diff: 1.3e-08      
835 iterations  logLik: -418.80  diff: 1.3e-08      
836 iterations  logLik: -418.80  diff: 1.3e-08      
837 iterations  logLik: -418.80  diff: 1.3e-08      
838 iterations  logLik: -418.80  diff: 1.2e-08      
839 iterations  logLik: -418.80  diff: 1.2e-08      
840 iterations  logLik: -418.80  diff: 1.2e-08      
841 iterations  logLik: -418.80  diff: 1.2e-08      
842 iterations  logLik: -418.80  diff: 1.2e-08      
843 iterations  logLik: -418.80  diff: 1.1e-08      
844 iterations  logLik: -418.80  diff: 1.1e-08      
845 iterations  logLik: -418.80  diff: 1.1e-08      
846 iterations  logLik: -418.80  diff: 1.1e-08      
847 iterations  logLik: -418.80  diff: 1.1e-08      
848 iterations  logLik: -418.80  diff: 1.1e-08      
849 iterations  logLik: -418.80  diff: 1.1e-08      
850 iterations  logLik: -418.80  diff: 1.0e-08      
851 iterations  logLik: -418.80  diff: 1.0e-08      
852 iterations  logLik: -418.80  diff: 1.0e-08      
853 iterations  logLik: -418.80  diff: 9.9e-09      

#> .. done.
#> Structural Latent Variable Model
#> 
#> Latent variables (Root*):           
#>  Label: lc*
#> nclass: 3  
#> 
#> Measurement model:                            
#>  lc -> { y1, y2, y3, y4 }  a
#> 
#> LogLik: -418.7988
estimate(m, dt$response, method = "nlm",
         control = slcaControl(verbose = TRUE))
#> nlm iteration begin.
#> .. done.
#> Structural Latent Variable Model
#> 
#> Latent variables (Root*):           
#>  Label: lc*
#> nclass: 3  
#> 
#> Measurement model:                            
#>  lc -> { y1, y2, y3, y4 }  a
#> 
#> LogLik: -418.7988
estimate(m, dt$response, method = "hybrid",
         control = slcaControl(verbose = TRUE))
#> EM iteration begin.
#> 1 iterations  logLik: -554.54  diff: inf      
2 iterations  logLik: -534.38  diff: 20.16155      
3 iterations  logLik: -533.72  diff: 0.65777      
4 iterations  logLik: -530.13  diff: 3.59115      
5 iterations  logLik: -513.55  diff: 16.58633      
6 iterations  logLik: -473.07  diff: 40.47730      
7 iterations  logLik: -445.36  diff: 27.71048      
8 iterations  logLik: -436.43  diff: 8.93181      
9 iterations  logLik: -428.50  diff: 7.92164      
10 iterations  logLik: -422.17  diff: 6.33631      
11 iterations  logLik: -419.56  diff: 2.60347      
12 iterations  logLik: -419.04  diff: 0.52411      
13 iterations  logLik: -418.98  diff: 0.06414      
14 iterations  logLik: -418.97  diff: 0.00653      
15 iterations  logLik: -418.97  diff: 0.00091      
16 iterations  logLik: -418.97  diff: 0.00041      
17 iterations  logLik: -418.97  diff: 0.00036      
18 iterations  logLik: -418.97  diff: 0.00036      
19 iterations  logLik: -418.97  diff: 0.00036      
20 iterations  logLik: -418.97  diff: 0.00036      
21 iterations  logLik: -418.97  diff: 0.00035      
22 iterations  logLik: -418.97  diff: 0.00035      
23 iterations  logLik: -418.97  diff: 0.00035      
24 iterations  logLik: -418.97  diff: 0.00035      
25 iterations  logLik: -418.97  diff: 0.00035      
26 iterations  logLik: -418.97  diff: 0.00035      
27 iterations  logLik: -418.96  diff: 0.00035      
28 iterations  logLik: -418.96  diff: 0.00035      
29 iterations  logLik: -418.96  diff: 0.00034      
30 iterations  logLik: -418.96  diff: 0.00034      
31 iterations  logLik: -418.96  diff: 0.00034      
32 iterations  logLik: -418.96  diff: 0.00034      
33 iterations  logLik: -418.96  diff: 0.00034      
34 iterations  logLik: -418.96  diff: 0.00033      
35 iterations  logLik: -418.96  diff: 0.00033      
36 iterations  logLik: -418.96  diff: 0.00033      
37 iterations  logLik: -418.96  diff: 0.00033      
38 iterations  logLik: -418.96  diff: 0.00032      
39 iterations  logLik: -418.96  diff: 0.00032      
40 iterations  logLik: -418.96  diff: 0.00032      
41 iterations  logLik: -418.96  diff: 0.00032      
42 iterations  logLik: -418.96  diff: 0.00031      
43 iterations  logLik: -418.96  diff: 0.00031      
44 iterations  logLik: -418.96  diff: 0.00031      
45 iterations  logLik: -418.96  diff: 0.00031      
46 iterations  logLik: -418.96  diff: 0.00030      
47 iterations  logLik: -418.96  diff: 0.00030      
48 iterations  logLik: -418.96  diff: 0.00030      
49 iterations  logLik: -418.96  diff: 0.00029      
50 iterations  logLik: -418.96  diff: 0.00029      
51 iterations  logLik: -418.96  diff: 0.00029      
52 iterations  logLik: -418.96  diff: 0.00028      
53 iterations  logLik: -418.96  diff: 0.00028      
54 iterations  logLik: -418.96  diff: 0.00028      
55 iterations  logLik: -418.96  diff: 0.00027      
56 iterations  logLik: -418.96  diff: 0.00027      
57 iterations  logLik: -418.96  diff: 0.00027      
58 iterations  logLik: -418.96  diff: 0.00026      
59 iterations  logLik: -418.95  diff: 0.00026      
60 iterations  logLik: -418.95  diff: 0.00026      
61 iterations  logLik: -418.95  diff: 0.00025      
62 iterations  logLik: -418.95  diff: 0.00025      
63 iterations  logLik: -418.95  diff: 0.00025      
64 iterations  logLik: -418.95  diff: 0.00024      
65 iterations  logLik: -418.95  diff: 0.00024      
66 iterations  logLik: -418.95  diff: 0.00024      
67 iterations  logLik: -418.95  diff: 0.00023      
68 iterations  logLik: -418.95  diff: 0.00023      
69 iterations  logLik: -418.95  diff: 0.00023      
70 iterations  logLik: -418.95  diff: 0.00022      
71 iterations  logLik: -418.95  diff: 0.00022      
72 iterations  logLik: -418.95  diff: 0.00022      
73 iterations  logLik: -418.95  diff: 0.00021      
74 iterations  logLik: -418.95  diff: 0.00021      
75 iterations  logLik: -418.95  diff: 0.00021      
76 iterations  logLik: -418.95  diff: 0.00020      
77 iterations  logLik: -418.95  diff: 0.00020      
78 iterations  logLik: -418.95  diff: 0.00020      
79 iterations  logLik: -418.95  diff: 0.00019      
80 iterations  logLik: -418.95  diff: 0.00019      
81 iterations  logLik: -418.95  diff: 0.00019      
82 iterations  logLik: -418.95  diff: 0.00018      
83 iterations  logLik: -418.95  diff: 0.00018      
84 iterations  logLik: -418.95  diff: 0.00018      
85 iterations  logLik: -418.95  diff: 0.00018      
86 iterations  logLik: -418.95  diff: 0.00017      
87 iterations  logLik: -418.95  diff: 0.00017      
88 iterations  logLik: -418.95  diff: 0.00017      
89 iterations  logLik: -418.95  diff: 0.00016      
90 iterations  logLik: -418.95  diff: 0.00016      
91 iterations  logLik: -418.95  diff: 0.00016      
92 iterations  logLik: -418.95  diff: 0.00016      
93 iterations  logLik: -418.95  diff: 0.00015      
94 iterations  logLik: -418.95  diff: 0.00015      
95 iterations  logLik: -418.95  diff: 0.00015      
96 iterations  logLik: -418.95  diff: 0.00014      
97 iterations  logLik: -418.95  diff: 0.00014      
98 iterations  logLik: -418.95  diff: 0.00014      
99 iterations  logLik: -418.95  diff: 0.00014      
100 iterations  logLik: -418.95  diff: 0.00014      
101 iterations  logLik: -418.95  diff: 0.00013      
102 iterations  logLik: -418.95  diff: 0.00013      
103 iterations  logLik: -418.95  diff: 0.00013      
104 iterations  logLik: -418.95  diff: 0.00013      
105 iterations  logLik: -418.95  diff: 0.00012      
106 iterations  logLik: -418.95  diff: 0.00012      
107 iterations  logLik: -418.95  diff: 0.00012      
108 iterations  logLik: -418.95  diff: 0.00012      
109 iterations  logLik: -418.95  diff: 0.00011      
110 iterations  logLik: -418.95  diff: 0.00011      
111 iterations  logLik: -418.95  diff: 0.00011      
112 iterations  logLik: -418.95  diff: 0.00011      
113 iterations  logLik: -418.95  diff: 0.00011      
114 iterations  logLik: -418.95  diff: 0.00010      
115 iterations  logLik: -418.95  diff: 0.00010      
116 iterations  logLik: -418.95  diff: 0.00010      
117 iterations  logLik: -418.95  diff: 0.00010      
118 iterations  logLik: -418.94  diff: 0.00010      
119 iterations  logLik: -418.94  diff: 0.00010      
120 iterations  logLik: -418.94  diff: 0.00009      
121 iterations  logLik: -418.94  diff: 0.00009      
122 iterations  logLik: -418.94  diff: 0.00009      
123 iterations  logLik: -418.94  diff: 0.00009      
124 iterations  logLik: -418.94  diff: 0.00009      
125 iterations  logLik: -418.94  diff: 0.00009      
126 iterations  logLik: -418.94  diff: 0.00008      
127 iterations  logLik: -418.94  diff: 0.00008      
128 iterations  logLik: -418.94  diff: 0.00008      
129 iterations  logLik: -418.94  diff: 0.00008      
130 iterations  logLik: -418.94  diff: 0.00008      
131 iterations  logLik: -418.94  diff: 0.00008      
132 iterations  logLik: -418.94  diff: 0.00008      
133 iterations  logLik: -418.94  diff: 0.00008      
134 iterations  logLik: -418.94  diff: 0.00007      
135 iterations  logLik: -418.94  diff: 0.00007      
136 iterations  logLik: -418.94  diff: 0.00007      
137 iterations  logLik: -418.94  diff: 0.00007      
138 iterations  logLik: -418.94  diff: 0.00007      
139 iterations  logLik: -418.94  diff: 0.00007      
140 iterations  logLik: -418.94  diff: 0.00007      
141 iterations  logLik: -418.94  diff: 0.00007      
142 iterations  logLik: -418.94  diff: 0.00007      
143 iterations  logLik: -418.94  diff: 0.00006      
144 iterations  logLik: -418.94  diff: 0.00006      
145 iterations  logLik: -418.94  diff: 0.00006      
146 iterations  logLik: -418.94  diff: 0.00006      
147 iterations  logLik: -418.94  diff: 0.00006      
148 iterations  logLik: -418.94  diff: 0.00006      
149 iterations  logLik: -418.94  diff: 0.00006      
150 iterations  logLik: -418.94  diff: 0.00006      
151 iterations  logLik: -418.94  diff: 0.00006      
152 iterations  logLik: -418.94  diff: 0.00006      
153 iterations  logLik: -418.94  diff: 0.00006      
154 iterations  logLik: -418.94  diff: 0.00005      
155 iterations  logLik: -418.94  diff: 0.00005      
156 iterations  logLik: -418.94  diff: 0.00005      
157 iterations  logLik: -418.94  diff: 0.00005      
158 iterations  logLik: -418.94  diff: 0.00005      
159 iterations  logLik: -418.94  diff: 0.00005      
160 iterations  logLik: -418.94  diff: 0.00005      
161 iterations  logLik: -418.94  diff: 0.00005      
162 iterations  logLik: -418.94  diff: 0.00005      
163 iterations  logLik: -418.94  diff: 0.00005      
164 iterations  logLik: -418.94  diff: 0.00005      
165 iterations  logLik: -418.94  diff: 0.00005      
166 iterations  logLik: -418.94  diff: 0.00005      
167 iterations  logLik: -418.94  diff: 0.00005      
168 iterations  logLik: -418.94  diff: 0.00005      
169 iterations  logLik: -418.94  diff: 0.00005      
170 iterations  logLik: -418.94  diff: 0.00005      
171 iterations  logLik: -418.94  diff: 0.00005      
172 iterations  logLik: -418.94  diff: 0.00004      
173 iterations  logLik: -418.94  diff: 0.00004      
174 iterations  logLik: -418.94  diff: 0.00004      
175 iterations  logLik: -418.94  diff: 0.00004      
176 iterations  logLik: -418.94  diff: 0.00004      
177 iterations  logLik: -418.94  diff: 0.00004      
178 iterations  logLik: -418.94  diff: 0.00004      
179 iterations  logLik: -418.94  diff: 0.00004      
180 iterations  logLik: -418.94  diff: 0.00004      
181 iterations  logLik: -418.94  diff: 0.00004      
182 iterations  logLik: -418.94  diff: 0.00004      
183 iterations  logLik: -418.94  diff: 0.00004      
184 iterations  logLik: -418.94  diff: 0.00004      
185 iterations  logLik: -418.94  diff: 0.00004      
186 iterations  logLik: -418.94  diff: 0.00004      
187 iterations  logLik: -418.94  diff: 0.00004      
188 iterations  logLik: -418.94  diff: 0.00004      
189 iterations  logLik: -418.94  diff: 0.00004      
190 iterations  logLik: -418.94  diff: 0.00004      
191 iterations  logLik: -418.94  diff: 0.00004      
192 iterations  logLik: -418.94  diff: 0.00004      
193 iterations  logLik: -418.94  diff: 0.00004      
194 iterations  logLik: -418.94  diff: 0.00004      
195 iterations  logLik: -418.94  diff: 0.00004      
196 iterations  logLik: -418.94  diff: 0.00004      
197 iterations  logLik: -418.94  diff: 0.00004      
198 iterations  logLik: -418.94  diff: 0.00004      
199 iterations  logLik: -418.94  diff: 0.00004      
200 iterations  logLik: -418.94  diff: 0.00004      
201 iterations  logLik: -418.94  diff: 0.00004      
202 iterations  logLik: -418.94  diff: 0.00004      
203 iterations  logLik: -418.94  diff: 0.00004      
204 iterations  logLik: -418.94  diff: 0.00004      
205 iterations  logLik: -418.94  diff: 0.00004      
206 iterations  logLik: -418.94  diff: 0.00004      
207 iterations  logLik: -418.94  diff: 0.00004      
208 iterations  logLik: -418.94  diff: 0.00004      
209 iterations  logLik: -418.94  diff: 0.00004      
210 iterations  logLik: -418.94  diff: 0.00004      
211 iterations  logLik: -418.94  diff: 0.00004      
212 iterations  logLik: -418.94  diff: 0.00004      
213 iterations  logLik: -418.94  diff: 0.00004      
214 iterations  logLik: -418.94  diff: 0.00004      
215 iterations  logLik: -418.94  diff: 0.00004      
216 iterations  logLik: -418.94  diff: 0.00004      
217 iterations  logLik: -418.94  diff: 0.00004      
218 iterations  logLik: -418.94  diff: 0.00004      
219 iterations  logLik: -418.94  diff: 0.00004      
220 iterations  logLik: -418.94  diff: 0.00004      
221 iterations  logLik: -418.94  diff: 0.00004      
222 iterations  logLik: -418.94  diff: 0.00004      
223 iterations  logLik: -418.94  diff: 0.00004      
224 iterations  logLik: -418.94  diff: 0.00004      
225 iterations  logLik: -418.94  diff: 0.00004      
226 iterations  logLik: -418.94  diff: 0.00004      
227 iterations  logLik: -418.94  diff: 0.00004      
228 iterations  logLik: -418.94  diff: 0.00004      
229 iterations  logLik: -418.94  diff: 0.00004      
230 iterations  logLik: -418.94  diff: 0.00004      
231 iterations  logLik: -418.94  diff: 0.00004      
232 iterations  logLik: -418.94  diff: 0.00004      
233 iterations  logLik: -418.94  diff: 0.00004      
234 iterations  logLik: -418.94  diff: 0.00004      
235 iterations  logLik: -418.94  diff: 0.00004      
236 iterations  logLik: -418.94  diff: 0.00004      
237 iterations  logLik: -418.94  diff: 0.00004      
238 iterations  logLik: -418.94  diff: 0.00004      
239 iterations  logLik: -418.94  diff: 0.00004      
240 iterations  logLik: -418.94  diff: 0.00004      
241 iterations  logLik: -418.94  diff: 0.00004      
242 iterations  logLik: -418.94  diff: 0.00004      
243 iterations  logLik: -418.94  diff: 0.00004      
244 iterations  logLik: -418.94  diff: 0.00004      
245 iterations  logLik: -418.94  diff: 0.00004      
246 iterations  logLik: -418.94  diff: 0.00004      
247 iterations  logLik: -418.94  diff: 0.00004      
248 iterations  logLik: -418.94  diff: 0.00004      
249 iterations  logLik: -418.94  diff: 0.00004      
250 iterations  logLik: -418.94  diff: 0.00004      
251 iterations  logLik: -418.94  diff: 0.00004      
252 iterations  logLik: -418.94  diff: 0.00004      
253 iterations  logLik: -418.94  diff: 0.00004      
254 iterations  logLik: -418.94  diff: 0.00004      
255 iterations  logLik: -418.94  diff: 0.00004      
256 iterations  logLik: -418.94  diff: 0.00004      
257 iterations  logLik: -418.94  diff: 0.00004      
258 iterations  logLik: -418.94  diff: 0.00004      
259 iterations  logLik: -418.94  diff: 0.00004      
260 iterations  logLik: -418.94  diff: 0.00004      
261 iterations  logLik: -418.94  diff: 0.00004      
262 iterations  logLik: -418.94  diff: 0.00004      
263 iterations  logLik: -418.94  diff: 0.00004      
264 iterations  logLik: -418.94  diff: 0.00004      
265 iterations  logLik: -418.94  diff: 0.00004      
266 iterations  logLik: -418.94  diff: 0.00004      
267 iterations  logLik: -418.94  diff: 0.00004      
268 iterations  logLik: -418.94  diff: 0.00004      
269 iterations  logLik: -418.94  diff: 0.00004      
270 iterations  logLik: -418.94  diff: 0.00004      
271 iterations  logLik: -418.94  diff: 0.00004      
272 iterations  logLik: -418.94  diff: 0.00004      
273 iterations  logLik: -418.94  diff: 0.00004      
274 iterations  logLik: -418.94  diff: 0.00004      
275 iterations  logLik: -418.94  diff: 0.00004      
276 iterations  logLik: -418.94  diff: 0.00004      
277 iterations  logLik: -418.94  diff: 0.00004      
278 iterations  logLik: -418.94  diff: 0.00004      
279 iterations  logLik: -418.94  diff: 0.00004      
280 iterations  logLik: -418.94  diff: 0.00004      
281 iterations  logLik: -418.94  diff: 0.00004      
282 iterations  logLik: -418.94  diff: 0.00004      
283 iterations  logLik: -418.94  diff: 0.00004      
284 iterations  logLik: -418.94  diff: 0.00004      
285 iterations  logLik: -418.94  diff: 0.00004      
286 iterations  logLik: -418.94  diff: 0.00004      
287 iterations  logLik: -418.94  diff: 0.00004      
288 iterations  logLik: -418.94  diff: 0.00004      
289 iterations  logLik: -418.94  diff: 0.00004      
290 iterations  logLik: -418.94  diff: 0.00004      
291 iterations  logLik: -418.94  diff: 0.00004      
292 iterations  logLik: -418.94  diff: 0.00004      
293 iterations  logLik: -418.94  diff: 0.00004      
294 iterations  logLik: -418.94  diff: 0.00004      
295 iterations  logLik: -418.94  diff: 0.00005      
296 iterations  logLik: -418.94  diff: 0.00005      
297 iterations  logLik: -418.94  diff: 0.00005      
298 iterations  logLik: -418.94  diff: 0.00005      
299 iterations  logLik: -418.94  diff: 0.00005      
300 iterations  logLik: -418.94  diff: 0.00005      
301 iterations  logLik: -418.94  diff: 0.00005      
302 iterations  logLik: -418.94  diff: 0.00005      
303 iterations  logLik: -418.94  diff: 0.00005      
304 iterations  logLik: -418.94  diff: 0.00005      
305 iterations  logLik: -418.94  diff: 0.00005      
306 iterations  logLik: -418.94  diff: 0.00005      
307 iterations  logLik: -418.94  diff: 0.00005      
308 iterations  logLik: -418.94  diff: 0.00005      
309 iterations  logLik: -418.94  diff: 0.00005      
310 iterations  logLik: -418.94  diff: 0.00005      
311 iterations  logLik: -418.94  diff: 0.00005      
312 iterations  logLik: -418.94  diff: 0.00005      
313 iterations  logLik: -418.94  diff: 0.00005      
314 iterations  logLik: -418.94  diff: 0.00005      
315 iterations  logLik: -418.94  diff: 0.00005      
316 iterations  logLik: -418.94  diff: 0.00005      
317 iterations  logLik: -418.94  diff: 0.00005      
318 iterations  logLik: -418.94  diff: 0.00005      
319 iterations  logLik: -418.94  diff: 0.00005      
320 iterations  logLik: -418.94  diff: 0.00005      
321 iterations  logLik: -418.94  diff: 0.00005      
322 iterations  logLik: -418.94  diff: 0.00005      
323 iterations  logLik: -418.94  diff: 0.00005      
324 iterations  logLik: -418.94  diff: 0.00005      
325 iterations  logLik: -418.94  diff: 0.00005      
326 iterations  logLik: -418.94  diff: 0.00005      
327 iterations  logLik: -418.94  diff: 0.00005      
328 iterations  logLik: -418.94  diff: 0.00005      
329 iterations  logLik: -418.93  diff: 0.00005      
330 iterations  logLik: -418.93  diff: 0.00005      
331 iterations  logLik: -418.93  diff: 0.00005      
332 iterations  logLik: -418.93  diff: 0.00005      
333 iterations  logLik: -418.93  diff: 0.00005      
334 iterations  logLik: -418.93  diff: 0.00005      
335 iterations  logLik: -418.93  diff: 0.00005      
336 iterations  logLik: -418.93  diff: 0.00005      
337 iterations  logLik: -418.93  diff: 0.00005      
338 iterations  logLik: -418.93  diff: 0.00005      
339 iterations  logLik: -418.93  diff: 0.00006      
340 iterations  logLik: -418.93  diff: 0.00006      
341 iterations  logLik: -418.93  diff: 0.00006      
342 iterations  logLik: -418.93  diff: 0.00006      
343 iterations  logLik: -418.93  diff: 0.00006      
344 iterations  logLik: -418.93  diff: 0.00006      
345 iterations  logLik: -418.93  diff: 0.00006      
346 iterations  logLik: -418.93  diff: 0.00006      
347 iterations  logLik: -418.93  diff: 0.00006      
348 iterations  logLik: -418.93  diff: 0.00006      
349 iterations  logLik: -418.93  diff: 0.00006      
350 iterations  logLik: -418.93  diff: 0.00006      
351 iterations  logLik: -418.93  diff: 0.00006      
352 iterations  logLik: -418.93  diff: 0.00006      
353 iterations  logLik: -418.93  diff: 0.00006      
354 iterations  logLik: -418.93  diff: 0.00006      
355 iterations  logLik: -418.93  diff: 0.00006      
356 iterations  logLik: -418.93  diff: 0.00006      
357 iterations  logLik: -418.93  diff: 0.00006      
358 iterations  logLik: -418.93  diff: 0.00006      
359 iterations  logLik: -418.93  diff: 0.00006      
360 iterations  logLik: -418.93  diff: 0.00006      
361 iterations  logLik: -418.93  diff: 0.00006      
362 iterations  logLik: -418.93  diff: 0.00006      
363 iterations  logLik: -418.93  diff: 0.00006      
364 iterations  logLik: -418.93  diff: 0.00006      
365 iterations  logLik: -418.93  diff: 0.00006      
366 iterations  logLik: -418.93  diff: 0.00006      
367 iterations  logLik: -418.93  diff: 0.00006      
368 iterations  logLik: -418.93  diff: 0.00006      
369 iterations  logLik: -418.93  diff: 0.00006      
370 iterations  logLik: -418.93  diff: 0.00006      
371 iterations  logLik: -418.93  diff: 0.00006      
372 iterations  logLik: -418.93  diff: 0.00006      
373 iterations  logLik: -418.93  diff: 0.00006      
374 iterations  logLik: -418.93  diff: 0.00006      
375 iterations  logLik: -418.93  diff: 0.00006      
376 iterations  logLik: -418.93  diff: 0.00006      
377 iterations  logLik: -418.93  diff: 0.00006      
378 iterations  logLik: -418.93  diff: 0.00007      
379 iterations  logLik: -418.93  diff: 0.00007      
380 iterations  logLik: -418.93  diff: 0.00007      
381 iterations  logLik: -418.93  diff: 0.00007      
382 iterations  logLik: -418.93  diff: 0.00007      
383 iterations  logLik: -418.93  diff: 0.00007      
384 iterations  logLik: -418.93  diff: 0.00007      
385 iterations  logLik: -418.93  diff: 0.00007      
386 iterations  logLik: -418.93  diff: 0.00007      
387 iterations  logLik: -418.93  diff: 0.00007      
388 iterations  logLik: -418.93  diff: 0.00007      
389 iterations  logLik: -418.93  diff: 0.00007      
390 iterations  logLik: -418.93  diff: 0.00007      
391 iterations  logLik: -418.93  diff: 0.00007      
392 iterations  logLik: -418.93  diff: 0.00007      
393 iterations  logLik: -418.93  diff: 0.00007      
394 iterations  logLik: -418.93  diff: 0.00007      
395 iterations  logLik: -418.93  diff: 0.00007      
396 iterations  logLik: -418.93  diff: 0.00007      
397 iterations  logLik: -418.93  diff: 0.00007      
398 iterations  logLik: -418.93  diff: 0.00007      
399 iterations  logLik: -418.93  diff: 0.00007      
400 iterations  logLik: -418.93  diff: 0.00007      
401 iterations  logLik: -418.93  diff: 0.00007      
402 iterations  logLik: -418.93  diff: 0.00007      
403 iterations  logLik: -418.93  diff: 0.00007      
404 iterations  logLik: -418.93  diff: 0.00007      
405 iterations  logLik: -418.93  diff: 0.00007      
406 iterations  logLik: -418.93  diff: 0.00007      
407 iterations  logLik: -418.93  diff: 0.00007      
408 iterations  logLik: -418.93  diff: 0.00007      
409 iterations  logLik: -418.93  diff: 0.00007      
410 iterations  logLik: -418.93  diff: 0.00007      
411 iterations  logLik: -418.93  diff: 0.00007      
412 iterations  logLik: -418.93  diff: 0.00007      
413 iterations  logLik: -418.93  diff: 0.00007      
414 iterations  logLik: -418.93  diff: 0.00007      
415 iterations  logLik: -418.93  diff: 0.00007      
416 iterations  logLik: -418.93  diff: 0.00008      
417 iterations  logLik: -418.93  diff: 0.00008      
418 iterations  logLik: -418.93  diff: 0.00008      
419 iterations  logLik: -418.93  diff: 0.00008      
420 iterations  logLik: -418.93  diff: 0.00008      
421 iterations  logLik: -418.93  diff: 0.00008      
422 iterations  logLik: -418.93  diff: 0.00008      
423 iterations  logLik: -418.93  diff: 0.00008      
424 iterations  logLik: -418.93  diff: 0.00008      
425 iterations  logLik: -418.93  diff: 0.00008      
426 iterations  logLik: -418.93  diff: 0.00008      
427 iterations  logLik: -418.93  diff: 0.00008      
428 iterations  logLik: -418.93  diff: 0.00008      
429 iterations  logLik: -418.93  diff: 0.00008      
430 iterations  logLik: -418.93  diff: 0.00008      
431 iterations  logLik: -418.93  diff: 0.00008      
432 iterations  logLik: -418.93  diff: 0.00008      
433 iterations  logLik: -418.93  diff: 0.00008      
434 iterations  logLik: -418.93  diff: 0.00008      
435 iterations  logLik: -418.93  diff: 0.00008      
436 iterations  logLik: -418.93  diff: 0.00008      
437 iterations  logLik: -418.93  diff: 0.00008      
438 iterations  logLik: -418.93  diff: 0.00008      
439 iterations  logLik: -418.93  diff: 0.00008      
440 iterations  logLik: -418.93  diff: 0.00008      
441 iterations  logLik: -418.93  diff: 0.00008      
442 iterations  logLik: -418.93  diff: 0.00008      
443 iterations  logLik: -418.93  diff: 0.00008      
444 iterations  logLik: -418.93  diff: 0.00008      
445 iterations  logLik: -418.93  diff: 0.00008      
446 iterations  logLik: -418.93  diff: 0.00008      
447 iterations  logLik: -418.93  diff: 0.00008      
448 iterations  logLik: -418.93  diff: 0.00008      
449 iterations  logLik: -418.93  diff: 0.00008      
450 iterations  logLik: -418.93  diff: 0.00008      
451 iterations  logLik: -418.93  diff: 0.00008      
452 iterations  logLik: -418.93  diff: 0.00008      
453 iterations  logLik: -418.93  diff: 0.00008      
454 iterations  logLik: -418.93  diff: 0.00008      
455 iterations  logLik: -418.93  diff: 0.00008      
456 iterations  logLik: -418.93  diff: 0.00008      
457 iterations  logLik: -418.93  diff: 0.00008      
458 iterations  logLik: -418.93  diff: 0.00008      
459 iterations  logLik: -418.93  diff: 0.00008      
460 iterations  logLik: -418.93  diff: 0.00008      
461 iterations  logLik: -418.93  diff: 0.00008      
462 iterations  logLik: -418.93  diff: 0.00008      
463 iterations  logLik: -418.93  diff: 0.00009      
464 iterations  logLik: -418.93  diff: 0.00009      
465 iterations  logLik: -418.93  diff: 0.00009      
466 iterations  logLik: -418.93  diff: 0.00009      
467 iterations  logLik: -418.93  diff: 0.00009      
468 iterations  logLik: -418.93  diff: 0.00009      
469 iterations  logLik: -418.93  diff: 0.00009      
470 iterations  logLik: -418.93  diff: 0.00009      
471 iterations  logLik: -418.92  diff: 0.00009      
472 iterations  logLik: -418.92  diff: 0.00009      
473 iterations  logLik: -418.92  diff: 0.00009      
474 iterations  logLik: -418.92  diff: 0.00009      
475 iterations  logLik: -418.92  diff: 0.00009      
476 iterations  logLik: -418.92  diff: 0.00009      
477 iterations  logLik: -418.92  diff: 0.00009      
478 iterations  logLik: -418.92  diff: 0.00009      
479 iterations  logLik: -418.92  diff: 0.00009      
480 iterations  logLik: -418.92  diff: 0.00009      
481 iterations  logLik: -418.92  diff: 0.00009      
482 iterations  logLik: -418.92  diff: 0.00009      
483 iterations  logLik: -418.92  diff: 0.00009      
484 iterations  logLik: -418.92  diff: 0.00009      
485 iterations  logLik: -418.92  diff: 0.00009      
486 iterations  logLik: -418.92  diff: 0.00009      
487 iterations  logLik: -418.92  diff: 0.00009      
488 iterations  logLik: -418.92  diff: 0.00009      
489 iterations  logLik: -418.92  diff: 0.00009      
490 iterations  logLik: -418.92  diff: 0.00009      
491 iterations  logLik: -418.92  diff: 0.00009      
492 iterations  logLik: -418.92  diff: 0.00009      
493 iterations  logLik: -418.92  diff: 0.00009      
494 iterations  logLik: -418.92  diff: 0.00009      
495 iterations  logLik: -418.92  diff: 0.00009      
496 iterations  logLik: -418.92  diff: 0.00009      
497 iterations  logLik: -418.92  diff: 0.00009      
498 iterations  logLik: -418.92  diff: 0.00009      
499 iterations  logLik: -418.92  diff: 0.00009      
500 iterations  logLik: -418.92  diff: 0.00009      
501 iterations  logLik: -418.92  diff: 0.00009      
502 iterations  logLik: -418.92  diff: 0.00009      
503 iterations  logLik: -418.92  diff: 0.00009      
504 iterations  logLik: -418.92  diff: 0.00009      
505 iterations  logLik: -418.92  diff: 0.00009      
506 iterations  logLik: -418.92  diff: 0.00009      
507 iterations  logLik: -418.92  diff: 0.00009      
508 iterations  logLik: -418.92  diff: 0.00009      
509 iterations  logLik: -418.92  diff: 0.00009      
510 iterations  logLik: -418.92  diff: 0.00009      
511 iterations  logLik: -418.92  diff: 0.00009      
512 iterations  logLik: -418.92  diff: 0.00009      
513 iterations  logLik: -418.92  diff: 0.00009      
514 iterations  logLik: -418.92  diff: 0.00009      
515 iterations  logLik: -418.92  diff: 0.00009      
516 iterations  logLik: -418.92  diff: 0.00009      
517 iterations  logLik: -418.92  diff: 0.00009      
518 iterations  logLik: -418.92  diff: 0.00009      
519 iterations  logLik: -418.92  diff: 0.00009      
520 iterations  logLik: -418.92  diff: 0.00009      
521 iterations  logLik: -418.92  diff: 0.00009      
522 iterations  logLik: -418.92  diff: 0.00009      
523 iterations  logLik: -418.92  diff: 0.00009      
524 iterations  logLik: -418.92  diff: 0.00009      
525 iterations  logLik: -418.92  diff: 0.00009      
526 iterations  logLik: -418.92  diff: 0.00009      
527 iterations  logLik: -418.92  diff: 0.00009      
528 iterations  logLik: -418.92  diff: 0.00009      
529 iterations  logLik: -418.92  diff: 0.00009      
530 iterations  logLik: -418.92  diff: 0.00009      
531 iterations  logLik: -418.92  diff: 0.00009      
532 iterations  logLik: -418.92  diff: 0.00009      
533 iterations  logLik: -418.92  diff: 0.00009      
534 iterations  logLik: -418.92  diff: 0.00009      
535 iterations  logLik: -418.92  diff: 0.00009      
536 iterations  logLik: -418.92  diff: 0.00009      
537 iterations  logLik: -418.92  diff: 0.00009      
538 iterations  logLik: -418.92  diff: 0.00009      
539 iterations  logLik: -418.92  diff: 0.00009      
540 iterations  logLik: -418.92  diff: 0.00009      
541 iterations  logLik: -418.92  diff: 0.00009      
542 iterations  logLik: -418.92  diff: 0.00009      
543 iterations  logLik: -418.92  diff: 0.00009      
544 iterations  logLik: -418.92  diff: 0.00009      
545 iterations  logLik: -418.92  diff: 0.00009      
546 iterations  logLik: -418.92  diff: 0.00009      
547 iterations  logLik: -418.92  diff: 0.00009      
548 iterations  logLik: -418.92  diff: 0.00009      
549 iterations  logLik: -418.92  diff: 0.00009      
550 iterations  logLik: -418.92  diff: 0.00009      
551 iterations  logLik: -418.92  diff: 0.00009      
552 iterations  logLik: -418.92  diff: 0.00008      
553 iterations  logLik: -418.92  diff: 0.00008      
554 iterations  logLik: -418.92  diff: 0.00008      
555 iterations  logLik: -418.92  diff: 0.00008      
556 iterations  logLik: -418.92  diff: 0.00008      
557 iterations  logLik: -418.92  diff: 0.00008      
558 iterations  logLik: -418.92  diff: 0.00008      
559 iterations  logLik: -418.92  diff: 0.00008      
560 iterations  logLik: -418.92  diff: 0.00008      
561 iterations  logLik: -418.92  diff: 0.00008      
562 iterations  logLik: -418.92  diff: 0.00008      
563 iterations  logLik: -418.92  diff: 0.00008      
564 iterations  logLik: -418.92  diff: 0.00008      
565 iterations  logLik: -418.92  diff: 0.00008      
566 iterations  logLik: -418.92  diff: 0.00008      
567 iterations  logLik: -418.92  diff: 0.00008      
568 iterations  logLik: -418.92  diff: 0.00008      
569 iterations  logLik: -418.92  diff: 0.00008      
570 iterations  logLik: -418.92  diff: 0.00008      
571 iterations  logLik: -418.92  diff: 0.00008      
572 iterations  logLik: -418.92  diff: 0.00008      
573 iterations  logLik: -418.92  diff: 0.00008      
574 iterations  logLik: -418.92  diff: 0.00008      
575 iterations  logLik: -418.92  diff: 0.00008      
576 iterations  logLik: -418.92  diff: 0.00008      
577 iterations  logLik: -418.92  diff: 0.00008      
578 iterations  logLik: -418.92  diff: 0.00008      
579 iterations  logLik: -418.92  diff: 0.00008      
580 iterations  logLik: -418.92  diff: 0.00008      
581 iterations  logLik: -418.92  diff: 0.00008      
582 iterations  logLik: -418.92  diff: 0.00008      
583 iterations  logLik: -418.92  diff: 0.00008      
584 iterations  logLik: -418.92  diff: 0.00008      
585 iterations  logLik: -418.92  diff: 0.00008      
586 iterations  logLik: -418.92  diff: 0.00008      
587 iterations  logLik: -418.91  diff: 0.00008      
588 iterations  logLik: -418.91  diff: 0.00008      
589 iterations  logLik: -418.91  diff: 0.00008      
590 iterations  logLik: -418.91  diff: 0.00007      
591 iterations  logLik: -418.91  diff: 0.00007      
592 iterations  logLik: -418.91  diff: 0.00007      
593 iterations  logLik: -418.91  diff: 0.00007      
594 iterations  logLik: -418.91  diff: 0.00007      
595 iterations  logLik: -418.91  diff: 0.00007      
596 iterations  logLik: -418.91  diff: 0.00007      
597 iterations  logLik: -418.91  diff: 0.00007      
598 iterations  logLik: -418.91  diff: 0.00007      
599 iterations  logLik: -418.91  diff: 0.00007      
600 iterations  logLik: -418.91  diff: 0.00007      
601 iterations  logLik: -418.91  diff: 0.00007      
602 iterations  logLik: -418.91  diff: 0.00007      
603 iterations  logLik: -418.91  diff: 0.00007      
604 iterations  logLik: -418.91  diff: 0.00007      
605 iterations  logLik: -418.91  diff: 0.00007      
606 iterations  logLik: -418.91  diff: 0.00007      
607 iterations  logLik: -418.91  diff: 0.00007      
608 iterations  logLik: -418.91  diff: 0.00007      
609 iterations  logLik: -418.91  diff: 0.00007      
610 iterations  logLik: -418.91  diff: 0.00007      
611 iterations  logLik: -418.91  diff: 0.00007      
612 iterations  logLik: -418.91  diff: 0.00007      
613 iterations  logLik: -418.91  diff: 0.00007      
614 iterations  logLik: -418.91  diff: 0.00007      
615 iterations  logLik: -418.91  diff: 0.00007      
616 iterations  logLik: -418.91  diff: 0.00007      
617 iterations  logLik: -418.91  diff: 0.00006      
618 iterations  logLik: -418.91  diff: 0.00006      
619 iterations  logLik: -418.91  diff: 0.00006      
620 iterations  logLik: -418.91  diff: 0.00006      
621 iterations  logLik: -418.91  diff: 0.00006      
622 iterations  logLik: -418.91  diff: 0.00006      
623 iterations  logLik: -418.91  diff: 0.00006      
624 iterations  logLik: -418.91  diff: 0.00006      
625 iterations  logLik: -418.91  diff: 0.00006      
626 iterations  logLik: -418.91  diff: 0.00006      
627 iterations  logLik: -418.91  diff: 0.00006      
628 iterations  logLik: -418.91  diff: 0.00006      
629 iterations  logLik: -418.91  diff: 0.00006      
630 iterations  logLik: -418.91  diff: 0.00006      
631 iterations  logLik: -418.91  diff: 0.00006      
632 iterations  logLik: -418.91  diff: 0.00006      
633 iterations  logLik: -418.91  diff: 0.00006      
634 iterations  logLik: -418.91  diff: 0.00006      
635 iterations  logLik: -418.91  diff: 0.00006      
636 iterations  logLik: -418.91  diff: 0.00006      
637 iterations  logLik: -418.91  diff: 0.00006      
638 iterations  logLik: -418.91  diff: 0.00006      
639 iterations  logLik: -418.91  diff: 0.00006      
640 iterations  logLik: -418.91  diff: 0.00006      
641 iterations  logLik: -418.91  diff: 0.00006      
642 iterations  logLik: -418.91  diff: 0.00006      
643 iterations  logLik: -418.91  diff: 0.00005      
644 iterations  logLik: -418.91  diff: 0.00005      
645 iterations  logLik: -418.91  diff: 0.00005      
646 iterations  logLik: -418.91  diff: 0.00005      
647 iterations  logLik: -418.91  diff: 0.00005      
648 iterations  logLik: -418.91  diff: 0.00005      
649 iterations  logLik: -418.91  diff: 0.00005      
650 iterations  logLik: -418.91  diff: 0.00005      
651 iterations  logLik: -418.91  diff: 0.00005      
652 iterations  logLik: -418.91  diff: 0.00005      
653 iterations  logLik: -418.91  diff: 0.00005      
654 iterations  logLik: -418.91  diff: 0.00005      
655 iterations  logLik: -418.91  diff: 0.00005      
656 iterations  logLik: -418.91  diff: 0.00005      
657 iterations  logLik: -418.91  diff: 0.00005      
658 iterations  logLik: -418.91  diff: 0.00005      
659 iterations  logLik: -418.91  diff: 0.00005      
660 iterations  logLik: -418.91  diff: 0.00005      
661 iterations  logLik: -418.91  diff: 0.00005      
662 iterations  logLik: -418.91  diff: 0.00005      
663 iterations  logLik: -418.91  diff: 0.00005      
664 iterations  logLik: -418.91  diff: 0.00005      
665 iterations  logLik: -418.91  diff: 0.00005      
666 iterations  logLik: -418.91  diff: 0.00005      
667 iterations  logLik: -418.91  diff: 0.00005      
668 iterations  logLik: -418.91  diff: 0.00004      
669 iterations  logLik: -418.91  diff: 0.00004      
670 iterations  logLik: -418.91  diff: 0.00004      
671 iterations  logLik: -418.91  diff: 0.00004      
672 iterations  logLik: -418.91  diff: 0.00004      
673 iterations  logLik: -418.91  diff: 0.00004      
674 iterations  logLik: -418.91  diff: 0.00004      
675 iterations  logLik: -418.91  diff: 0.00004      
676 iterations  logLik: -418.91  diff: 0.00004      
677 iterations  logLik: -418.91  diff: 0.00004      
678 iterations  logLik: -418.91  diff: 0.00004      
679 iterations  logLik: -418.91  diff: 0.00004      
680 iterations  logLik: -418.91  diff: 0.00004      
681 iterations  logLik: -418.91  diff: 0.00004      
682 iterations  logLik: -418.91  diff: 0.00004      
683 iterations  logLik: -418.91  diff: 0.00004      
684 iterations  logLik: -418.91  diff: 0.00004      
685 iterations  logLik: -418.91  diff: 0.00004      
686 iterations  logLik: -418.91  diff: 0.00004      
687 iterations  logLik: -418.91  diff: 0.00004      
688 iterations  logLik: -418.91  diff: 0.00004      
689 iterations  logLik: -418.91  diff: 0.00004      
690 iterations  logLik: -418.91  diff: 0.00004      
691 iterations  logLik: -418.91  diff: 0.00004      
692 iterations  logLik: -418.91  diff: 0.00004      
693 iterations  logLik: -418.91  diff: 0.00004      
694 iterations  logLik: -418.91  diff: 0.00004      
695 iterations  logLik: -418.91  diff: 0.00004      
696 iterations  logLik: -418.91  diff: 0.00004      
697 iterations  logLik: -418.91  diff: 0.00003      
698 iterations  logLik: -418.91  diff: 0.00003      
699 iterations  logLik: -418.91  diff: 0.00003      
700 iterations  logLik: -418.91  diff: 0.00003      
701 iterations  logLik: -418.91  diff: 0.00003      
702 iterations  logLik: -418.91  diff: 0.00003      
703 iterations  logLik: -418.91  diff: 0.00003      
704 iterations  logLik: -418.91  diff: 0.00003      
705 iterations  logLik: -418.91  diff: 0.00003      
706 iterations  logLik: -418.91  diff: 0.00003      
707 iterations  logLik: -418.91  diff: 0.00003      
708 iterations  logLik: -418.91  diff: 0.00003      
709 iterations  logLik: -418.91  diff: 0.00003      
710 iterations  logLik: -418.91  diff: 0.00003      
711 iterations  logLik: -418.91  diff: 0.00003      
712 iterations  logLik: -418.91  diff: 0.00003      
713 iterations  logLik: -418.91  diff: 0.00003      
714 iterations  logLik: -418.91  diff: 0.00003      
715 iterations  logLik: -418.91  diff: 0.00003      
716 iterations  logLik: -418.91  diff: 0.00003      
717 iterations  logLik: -418.91  diff: 0.00003      
718 iterations  logLik: -418.91  diff: 0.00003      
719 iterations  logLik: -418.91  diff: 0.00003      
720 iterations  logLik: -418.91  diff: 0.00003      
721 iterations  logLik: -418.91  diff: 0.00003      
722 iterations  logLik: -418.91  diff: 0.00003      
723 iterations  logLik: -418.91  diff: 0.00003      
724 iterations  logLik: -418.91  diff: 0.00003      
725 iterations  logLik: -418.91  diff: 0.00003      
726 iterations  logLik: -418.91  diff: 0.00003      
727 iterations  logLik: -418.91  diff: 0.00003      
728 iterations  logLik: -418.91  diff: 0.00003      
729 iterations  logLik: -418.91  diff: 0.00003      
730 iterations  logLik: -418.91  diff: 0.00003      
731 iterations  logLik: -418.91  diff: 0.00003      
732 iterations  logLik: -418.91  diff: 0.00002      
733 iterations  logLik: -418.91  diff: 0.00002      
734 iterations  logLik: -418.91  diff: 0.00002      
735 iterations  logLik: -418.91  diff: 0.00002      
736 iterations  logLik: -418.91  diff: 0.00002      
737 iterations  logLik: -418.91  diff: 0.00002      
738 iterations  logLik: -418.91  diff: 0.00002      
739 iterations  logLik: -418.91  diff: 0.00002      
740 iterations  logLik: -418.91  diff: 0.00002      
741 iterations  logLik: -418.91  diff: 0.00002      
742 iterations  logLik: -418.91  diff: 0.00002      
743 iterations  logLik: -418.91  diff: 0.00002      
744 iterations  logLik: -418.91  diff: 0.00002      
745 iterations  logLik: -418.91  diff: 0.00002      
746 iterations  logLik: -418.91  diff: 0.00002      
747 iterations  logLik: -418.91  diff: 0.00002      
748 iterations  logLik: -418.91  diff: 0.00002      
749 iterations  logLik: -418.91  diff: 0.00002      
750 iterations  logLik: -418.91  diff: 0.00002      
751 iterations  logLik: -418.91  diff: 0.00002      
752 iterations  logLik: -418.91  diff: 0.00002      
753 iterations  logLik: -418.91  diff: 0.00002      
754 iterations  logLik: -418.91  diff: 0.00002      
755 iterations  logLik: -418.91  diff: 0.00002      
756 iterations  logLik: -418.91  diff: 0.00002      
757 iterations  logLik: -418.91  diff: 0.00002      
758 iterations  logLik: -418.91  diff: 0.00002      
759 iterations  logLik: -418.91  diff: 0.00002      
760 iterations  logLik: -418.91  diff: 0.00002      
761 iterations  logLik: -418.91  diff: 0.00002      
762 iterations  logLik: -418.91  diff: 0.00002      
763 iterations  logLik: -418.91  diff: 0.00002      
764 iterations  logLik: -418.91  diff: 0.00002      
765 iterations  logLik: -418.91  diff: 0.00002      
766 iterations  logLik: -418.91  diff: 0.00002      
767 iterations  logLik: -418.91  diff: 0.00002      
768 iterations  logLik: -418.91  diff: 0.00002      
769 iterations  logLik: -418.91  diff: 0.00002      
770 iterations  logLik: -418.91  diff: 0.00002      
771 iterations  logLik: -418.91  diff: 0.00002      
772 iterations  logLik: -418.91  diff: 0.00002      
773 iterations  logLik: -418.91  diff: 0.00002      
774 iterations  logLik: -418.91  diff: 0.00002      
775 iterations  logLik: -418.91  diff: 0.00002      
776 iterations  logLik: -418.91  diff: 0.00002      
777 iterations  logLik: -418.91  diff: 0.00002      
778 iterations  logLik: -418.91  diff: 0.00002      
779 iterations  logLik: -418.91  diff: 0.00002      
780 iterations  logLik: -418.91  diff: 0.00002      
781 iterations  logLik: -418.91  diff: 0.00001      
782 iterations  logLik: -418.91  diff: 0.00001      
783 iterations  logLik: -418.91  diff: 0.00001      
784 iterations  logLik: -418.91  diff: 0.00001      
785 iterations  logLik: -418.91  diff: 0.00001      
786 iterations  logLik: -418.91  diff: 0.00001      
787 iterations  logLik: -418.91  diff: 0.00001      
788 iterations  logLik: -418.91  diff: 0.00001      
789 iterations  logLik: -418.91  diff: 0.00001      
790 iterations  logLik: -418.91  diff: 0.00001      
791 iterations  logLik: -418.91  diff: 0.00001      
792 iterations  logLik: -418.91  diff: 0.00001      
793 iterations  logLik: -418.91  diff: 0.00001      
794 iterations  logLik: -418.91  diff: 0.00001      
795 iterations  logLik: -418.91  diff: 0.00001      
796 iterations  logLik: -418.91  diff: 0.00001      
797 iterations  logLik: -418.91  diff: 0.00001      
798 iterations  logLik: -418.91  diff: 0.00001      
799 iterations  logLik: -418.91  diff: 0.00001      
800 iterations  logLik: -418.91  diff: 0.00001      
801 iterations  logLik: -418.91  diff: 0.00001      
802 iterations  logLik: -418.91  diff: 0.00001      
803 iterations  logLik: -418.91  diff: 0.00001      
804 iterations  logLik: -418.91  diff: 0.00001      
805 iterations  logLik: -418.91  diff: 0.00001      
806 iterations  logLik: -418.91  diff: 0.00001      
807 iterations  logLik: -418.91  diff: 0.00001      
808 iterations  logLik: -418.91  diff: 0.00001      
809 iterations  logLik: -418.91  diff: 0.00001      
810 iterations  logLik: -418.91  diff: 0.00001      
811 iterations  logLik: -418.91  diff: 0.00001      
812 iterations  logLik: -418.91  diff: 0.00001      
813 iterations  logLik: -418.91  diff: 0.00001      
814 iterations  logLik: -418.91  diff: 0.00001      
815 iterations  logLik: -418.91  diff: 0.00001      
816 iterations  logLik: -418.91  diff: 0.00001      
817 iterations  logLik: -418.91  diff: 0.00001      
818 iterations  logLik: -418.91  diff: 0.00001      
819 iterations  logLik: -418.91  diff: 9.9e-06      
820 iterations  logLik: -418.91  diff: 9.8e-06      
821 iterations  logLik: -418.91  diff: 9.7e-06      
822 iterations  logLik: -418.91  diff: 9.6e-06      
823 iterations  logLik: -418.91  diff: 9.5e-06      
824 iterations  logLik: -418.91  diff: 9.4e-06      
825 iterations  logLik: -418.91  diff: 9.3e-06      
826 iterations  logLik: -418.91  diff: 9.2e-06      
827 iterations  logLik: -418.91  diff: 9.1e-06      
828 iterations  logLik: -418.91  diff: 9.0e-06      
829 iterations  logLik: -418.91  diff: 8.9e-06      
830 iterations  logLik: -418.91  diff: 8.8e-06      
831 iterations  logLik: -418.91  diff: 8.7e-06      
832 iterations  logLik: -418.91  diff: 8.7e-06      
833 iterations  logLik: -418.91  diff: 8.6e-06      
834 iterations  logLik: -418.91  diff: 8.5e-06      
835 iterations  logLik: -418.91  diff: 8.4e-06      
836 iterations  logLik: -418.91  diff: 8.3e-06      
837 iterations  logLik: -418.91  diff: 8.2e-06      
838 iterations  logLik: -418.91  diff: 8.1e-06      
839 iterations  logLik: -418.91  diff: 8.0e-06      
840 iterations  logLik: -418.91  diff: 7.9e-06      
841 iterations  logLik: -418.91  diff: 7.9e-06      
842 iterations  logLik: -418.91  diff: 7.8e-06      
843 iterations  logLik: -418.91  diff: 7.7e-06      
844 iterations  logLik: -418.91  diff: 7.6e-06      
845 iterations  logLik: -418.91  diff: 7.5e-06      
846 iterations  logLik: -418.91  diff: 7.5e-06      
847 iterations  logLik: -418.91  diff: 7.4e-06      
848 iterations  logLik: -418.91  diff: 7.3e-06      
849 iterations  logLik: -418.91  diff: 7.2e-06      
850 iterations  logLik: -418.91  diff: 7.2e-06      
851 iterations  logLik: -418.91  diff: 7.1e-06      
852 iterations  logLik: -418.91  diff: 7.0e-06      
853 iterations  logLik: -418.91  diff: 6.9e-06      
854 iterations  logLik: -418.91  diff: 6.9e-06      
855 iterations  logLik: -418.91  diff: 6.8e-06      
856 iterations  logLik: -418.91  diff: 6.7e-06      
857 iterations  logLik: -418.91  diff: 6.6e-06      
858 iterations  logLik: -418.91  diff: 6.6e-06      
859 iterations  logLik: -418.91  diff: 6.5e-06      
860 iterations  logLik: -418.91  diff: 6.4e-06      
861 iterations  logLik: -418.91  diff: 6.4e-06      
862 iterations  logLik: -418.91  diff: 6.3e-06      
863 iterations  logLik: -418.91  diff: 6.2e-06      
864 iterations  logLik: -418.91  diff: 6.2e-06      
865 iterations  logLik: -418.91  diff: 6.1e-06      
866 iterations  logLik: -418.91  diff: 6.0e-06      
867 iterations  logLik: -418.91  diff: 6.0e-06      
868 iterations  logLik: -418.91  diff: 5.9e-06      
869 iterations  logLik: -418.91  diff: 5.9e-06      
870 iterations  logLik: -418.91  diff: 5.8e-06      
871 iterations  logLik: -418.91  diff: 5.7e-06      
872 iterations  logLik: -418.91  diff: 5.7e-06      
873 iterations  logLik: -418.91  diff: 5.6e-06      
874 iterations  logLik: -418.91  diff: 5.6e-06      
875 iterations  logLik: -418.91  diff: 5.5e-06      
876 iterations  logLik: -418.91  diff: 5.5e-06      
877 iterations  logLik: -418.91  diff: 5.4e-06      
878 iterations  logLik: -418.91  diff: 5.3e-06      
879 iterations  logLik: -418.91  diff: 5.3e-06      
880 iterations  logLik: -418.91  diff: 5.2e-06      
881 iterations  logLik: -418.91  diff: 5.2e-06      
882 iterations  logLik: -418.91  diff: 5.1e-06      
883 iterations  logLik: -418.91  diff: 5.1e-06      
884 iterations  logLik: -418.91  diff: 5.0e-06      
885 iterations  logLik: -418.91  diff: 5.0e-06      
886 iterations  logLik: -418.91  diff: 4.9e-06      
887 iterations  logLik: -418.91  diff: 4.9e-06      
888 iterations  logLik: -418.91  diff: 4.8e-06      
889 iterations  logLik: -418.91  diff: 4.8e-06      
890 iterations  logLik: -418.91  diff: 4.7e-06      
891 iterations  logLik: -418.91  diff: 4.7e-06      
892 iterations  logLik: -418.91  diff: 4.6e-06      
893 iterations  logLik: -418.91  diff: 4.6e-06      
894 iterations  logLik: -418.91  diff: 4.5e-06      
895 iterations  logLik: -418.91  diff: 4.5e-06      
896 iterations  logLik: -418.91  diff: 4.4e-06      
897 iterations  logLik: -418.91  diff: 4.4e-06      
898 iterations  logLik: -418.91  diff: 4.4e-06      
899 iterations  logLik: -418.91  diff: 4.3e-06      
900 iterations  logLik: -418.91  diff: 4.3e-06      
901 iterations  logLik: -418.91  diff: 4.2e-06      
902 iterations  logLik: -418.91  diff: 4.2e-06      
903 iterations  logLik: -418.91  diff: 4.1e-06      
904 iterations  logLik: -418.91  diff: 4.1e-06      
905 iterations  logLik: -418.91  diff: 4.1e-06      
906 iterations  logLik: -418.91  diff: 4.0e-06      
907 iterations  logLik: -418.91  diff: 4.0e-06      
908 iterations  logLik: -418.91  diff: 3.9e-06      
909 iterations  logLik: -418.91  diff: 3.9e-06      
910 iterations  logLik: -418.91  diff: 3.9e-06      
911 iterations  logLik: -418.91  diff: 3.8e-06      
912 iterations  logLik: -418.91  diff: 3.8e-06      
913 iterations  logLik: -418.91  diff: 3.7e-06      
914 iterations  logLik: -418.91  diff: 3.7e-06      
915 iterations  logLik: -418.91  diff: 3.7e-06      
916 iterations  logLik: -418.91  diff: 3.6e-06      
917 iterations  logLik: -418.91  diff: 3.6e-06      
918 iterations  logLik: -418.91  diff: 3.6e-06      
919 iterations  logLik: -418.91  diff: 3.5e-06      
920 iterations  logLik: -418.91  diff: 3.5e-06      
921 iterations  logLik: -418.91  diff: 3.5e-06      
922 iterations  logLik: -418.91  diff: 3.4e-06      
923 iterations  logLik: -418.91  diff: 3.4e-06      
924 iterations  logLik: -418.91  diff: 3.4e-06      
925 iterations  logLik: -418.91  diff: 3.3e-06      
926 iterations  logLik: -418.91  diff: 3.3e-06      
927 iterations  logLik: -418.91  diff: 3.3e-06      
928 iterations  logLik: -418.91  diff: 3.2e-06      
929 iterations  logLik: -418.91  diff: 3.2e-06      
930 iterations  logLik: -418.91  diff: 3.2e-06      
931 iterations  logLik: -418.91  diff: 3.1e-06      
932 iterations  logLik: -418.91  diff: 3.1e-06      
933 iterations  logLik: -418.91  diff: 3.1e-06      
934 iterations  logLik: -418.91  diff: 3.1e-06      
935 iterations  logLik: -418.91  diff: 3.0e-06      
936 iterations  logLik: -418.91  diff: 3.0e-06      
937 iterations  logLik: -418.91  diff: 3.0e-06      
938 iterations  logLik: -418.91  diff: 2.9e-06      
939 iterations  logLik: -418.91  diff: 2.9e-06      
940 iterations  logLik: -418.91  diff: 2.9e-06      
941 iterations  logLik: -418.91  diff: 2.9e-06      
942 iterations  logLik: -418.91  diff: 2.8e-06      
943 iterations  logLik: -418.91  diff: 2.8e-06      
944 iterations  logLik: -418.91  diff: 2.8e-06      
945 iterations  logLik: -418.91  diff: 2.7e-06      
946 iterations  logLik: -418.91  diff: 2.7e-06      
947 iterations  logLik: -418.91  diff: 2.7e-06      
948 iterations  logLik: -418.91  diff: 2.7e-06      
949 iterations  logLik: -418.91  diff: 2.6e-06      
950 iterations  logLik: -418.91  diff: 2.6e-06      
951 iterations  logLik: -418.91  diff: 2.6e-06      
952 iterations  logLik: -418.91  diff: 2.6e-06      
953 iterations  logLik: -418.91  diff: 2.5e-06      
954 iterations  logLik: -418.91  diff: 2.5e-06      
955 iterations  logLik: -418.91  diff: 2.5e-06      
956 iterations  logLik: -418.91  diff: 2.5e-06      
957 iterations  logLik: -418.91  diff: 2.5e-06      
958 iterations  logLik: -418.91  diff: 2.4e-06      
959 iterations  logLik: -418.91  diff: 2.4e-06      
960 iterations  logLik: -418.91  diff: 2.4e-06      
961 iterations  logLik: -418.91  diff: 2.4e-06      
962 iterations  logLik: -418.91  diff: 2.3e-06      
963 iterations  logLik: -418.91  diff: 2.3e-06      
964 iterations  logLik: -418.91  diff: 2.3e-06      
965 iterations  logLik: -418.91  diff: 2.3e-06      
966 iterations  logLik: -418.91  diff: 2.3e-06      
967 iterations  logLik: -418.91  diff: 2.2e-06      
968 iterations  logLik: -418.91  diff: 2.2e-06      
969 iterations  logLik: -418.91  diff: 2.2e-06      
970 iterations  logLik: -418.91  diff: 2.2e-06      
971 iterations  logLik: -418.91  diff: 2.2e-06      
972 iterations  logLik: -418.91  diff: 2.1e-06      
973 iterations  logLik: -418.91  diff: 2.1e-06      
974 iterations  logLik: -418.91  diff: 2.1e-06      
975 iterations  logLik: -418.91  diff: 2.1e-06      
976 iterations  logLik: -418.91  diff: 2.1e-06      
977 iterations  logLik: -418.91  diff: 2.0e-06      
978 iterations  logLik: -418.91  diff: 2.0e-06      
979 iterations  logLik: -418.91  diff: 2.0e-06      
980 iterations  logLik: -418.91  diff: 2.0e-06      
981 iterations  logLik: -418.91  diff: 2.0e-06      
982 iterations  logLik: -418.91  diff: 2.0e-06      
983 iterations  logLik: -418.91  diff: 1.9e-06      
984 iterations  logLik: -418.91  diff: 1.9e-06      
985 iterations  logLik: -418.91  diff: 1.9e-06      
986 iterations  logLik: -418.91  diff: 1.9e-06      
987 iterations  logLik: -418.91  diff: 1.9e-06      
988 iterations  logLik: -418.91  diff: 1.9e-06      
989 iterations  logLik: -418.91  diff: 1.8e-06      
990 iterations  logLik: -418.91  diff: 1.8e-06      
991 iterations  logLik: -418.91  diff: 1.8e-06      
992 iterations  logLik: -418.91  diff: 1.8e-06      
993 iterations  logLik: -418.91  diff: 1.8e-06      
994 iterations  logLik: -418.91  diff: 1.8e-06      
995 iterations  logLik: -418.91  diff: 1.7e-06      
996 iterations  logLik: -418.91  diff: 1.7e-06      
997 iterations  logLik: -418.91  diff: 1.7e-06      
998 iterations  logLik: -418.91  diff: 1.7e-06      
999 iterations  logLik: -418.91  diff: 1.7e-06      
1000 iterations  logLik: -418.91  diff: 1.7e-06      

#> 1001 iterations  logLik: -418.91  diff: 1.7e-06      
1002 iterations  logLik: -418.91  diff: 1.6e-06      
1003 iterations  logLik: -418.91  diff: 1.6e-06      
1004 iterations  logLik: -418.91  diff: 1.6e-06      
1005 iterations  logLik: -418.91  diff: 1.6e-06      
1006 iterations  logLik: -418.91  diff: 1.6e-06      
1007 iterations  logLik: -418.91  diff: 1.6e-06      
1008 iterations  logLik: -418.91  diff: 1.6e-06      
1009 iterations  logLik: -418.91  diff: 1.5e-06      
1010 iterations  logLik: -418.91  diff: 1.5e-06      
1011 iterations  logLik: -418.91  diff: 1.5e-06      
1012 iterations  logLik: -418.91  diff: 1.5e-06      
1013 iterations  logLik: -418.91  diff: 1.5e-06      
1014 iterations  logLik: -418.91  diff: 1.5e-06      
1015 iterations  logLik: -418.91  diff: 1.5e-06      
1016 iterations  logLik: -418.91  diff: 1.5e-06      
1017 iterations  logLik: -418.91  diff: 1.4e-06      
1018 iterations  logLik: -418.91  diff: 1.4e-06      
1019 iterations  logLik: -418.91  diff: 1.4e-06      
1020 iterations  logLik: -418.91  diff: 1.4e-06      
1021 iterations  logLik: -418.91  diff: 1.4e-06      
1022 iterations  logLik: -418.91  diff: 1.4e-06      
1023 iterations  logLik: -418.91  diff: 1.4e-06      
1024 iterations  logLik: -418.91  diff: 1.4e-06      
1025 iterations  logLik: -418.91  diff: 1.4e-06      
1026 iterations  logLik: -418.91  diff: 1.3e-06      
1027 iterations  logLik: -418.91  diff: 1.3e-06      
1028 iterations  logLik: -418.91  diff: 1.3e-06      
1029 iterations  logLik: -418.91  diff: 1.3e-06      
1030 iterations  logLik: -418.91  diff: 1.3e-06      
1031 iterations  logLik: -418.91  diff: 1.3e-06      
1032 iterations  logLik: -418.91  diff: 1.3e-06      
1033 iterations  logLik: -418.91  diff: 1.3e-06      
1034 iterations  logLik: -418.91  diff: 1.3e-06      
1035 iterations  logLik: -418.91  diff: 1.2e-06      
1036 iterations  logLik: -418.91  diff: 1.2e-06      
1037 iterations  logLik: -418.91  diff: 1.2e-06      
1038 iterations  logLik: -418.91  diff: 1.2e-06      
1039 iterations  logLik: -418.91  diff: 1.2e-06      
1040 iterations  logLik: -418.91  diff: 1.2e-06      
1041 iterations  logLik: -418.91  diff: 1.2e-06      
1042 iterations  logLik: -418.91  diff: 1.2e-06      
1043 iterations  logLik: -418.91  diff: 1.2e-06      
1044 iterations  logLik: -418.91  diff: 1.2e-06      
1045 iterations  logLik: -418.91  diff: 1.2e-06      
1046 iterations  logLik: -418.91  diff: 1.1e-06      
1047 iterations  logLik: -418.91  diff: 1.1e-06      
1048 iterations  logLik: -418.91  diff: 1.1e-06      
1049 iterations  logLik: -418.91  diff: 1.1e-06      
1050 iterations  logLik: -418.91  diff: 1.1e-06      
1051 iterations  logLik: -418.91  diff: 1.1e-06      
1052 iterations  logLik: -418.91  diff: 1.1e-06      
1053 iterations  logLik: -418.91  diff: 1.1e-06      
1054 iterations  logLik: -418.91  diff: 1.1e-06      
1055 iterations  logLik: -418.91  diff: 1.1e-06      
1056 iterations  logLik: -418.91  diff: 1.1e-06      
1057 iterations  logLik: -418.91  diff: 1.0e-06      
1058 iterations  logLik: -418.91  diff: 1.0e-06      
1059 iterations  logLik: -418.91  diff: 1.0e-06      
1060 iterations  logLik: -418.91  diff: 1.0e-06      
1061 iterations  logLik: -418.91  diff: 1.0e-06      
1062 iterations  logLik: -418.91  diff: 1.0e-06      
1063 iterations  logLik: -418.91  diff: 1.0e-06      
1064 iterations  logLik: -418.91  diff: 9.9e-07      
1065 iterations  logLik: -418.91  diff: 9.8e-07      
1066 iterations  logLik: -418.91  diff: 9.8e-07      
1067 iterations  logLik: -418.91  diff: 9.7e-07      
1068 iterations  logLik: -418.91  diff: 9.6e-07      
1069 iterations  logLik: -418.91  diff: 9.6e-07      
1070 iterations  logLik: -418.91  diff: 9.5e-07      
1071 iterations  logLik: -418.91  diff: 9.4e-07      
1072 iterations  logLik: -418.91  diff: 9.3e-07      
1073 iterations  logLik: -418.91  diff: 9.3e-07      
1074 iterations  logLik: -418.91  diff: 9.2e-07      
1075 iterations  logLik: -418.91  diff: 9.1e-07      
1076 iterations  logLik: -418.91  diff: 9.1e-07      
1077 iterations  logLik: -418.91  diff: 9.0e-07      
1078 iterations  logLik: -418.91  diff: 8.9e-07      
1079 iterations  logLik: -418.91  diff: 8.9e-07      
1080 iterations  logLik: -418.91  diff: 8.8e-07      
1081 iterations  logLik: -418.91  diff: 8.7e-07      
1082 iterations  logLik: -418.91  diff: 8.7e-07      
1083 iterations  logLik: -418.91  diff: 8.6e-07      
1084 iterations  logLik: -418.91  diff: 8.5e-07      
1085 iterations  logLik: -418.91  diff: 8.5e-07      
1086 iterations  logLik: -418.91  diff: 8.4e-07      
1087 iterations  logLik: -418.91  diff: 8.4e-07      
1088 iterations  logLik: -418.91  diff: 8.3e-07      
1089 iterations  logLik: -418.91  diff: 8.2e-07      
1090 iterations  logLik: -418.91  diff: 8.2e-07      
1091 iterations  logLik: -418.91  diff: 8.1e-07      
1092 iterations  logLik: -418.91  diff: 8.1e-07      
1093 iterations  logLik: -418.91  diff: 8.0e-07      
1094 iterations  logLik: -418.91  diff: 8.0e-07      
1095 iterations  logLik: -418.91  diff: 7.9e-07      
1096 iterations  logLik: -418.91  diff: 7.8e-07      
1097 iterations  logLik: -418.91  diff: 7.8e-07      
1098 iterations  logLik: -418.91  diff: 7.7e-07      
1099 iterations  logLik: -418.91  diff: 7.7e-07      
1100 iterations  logLik: -418.91  diff: 7.6e-07      
1101 iterations  logLik: -418.91  diff: 7.6e-07      
1102 iterations  logLik: -418.91  diff: 7.5e-07      
1103 iterations  logLik: -418.91  diff: 7.5e-07      
1104 iterations  logLik: -418.91  diff: 7.4e-07      
1105 iterations  logLik: -418.91  diff: 7.4e-07      
1106 iterations  logLik: -418.91  diff: 7.3e-07      
1107 iterations  logLik: -418.91  diff: 7.3e-07      
1108 iterations  logLik: -418.91  diff: 7.2e-07      
1109 iterations  logLik: -418.91  diff: 7.2e-07      
1110 iterations  logLik: -418.91  diff: 7.1e-07      
1111 iterations  logLik: -418.91  diff: 7.1e-07      
1112 iterations  logLik: -418.91  diff: 7.0e-07      
1113 iterations  logLik: -418.91  diff: 7.0e-07      
1114 iterations  logLik: -418.91  diff: 6.9e-07      
1115 iterations  logLik: -418.91  diff: 6.9e-07      
1116 iterations  logLik: -418.91  diff: 6.8e-07      
1117 iterations  logLik: -418.91  diff: 6.8e-07      
1118 iterations  logLik: -418.91  diff: 6.7e-07      
1119 iterations  logLik: -418.91  diff: 6.7e-07      
1120 iterations  logLik: -418.91  diff: 6.6e-07      
1121 iterations  logLik: -418.91  diff: 6.6e-07      
1122 iterations  logLik: -418.91  diff: 6.5e-07      
1123 iterations  logLik: -418.91  diff: 6.5e-07      
1124 iterations  logLik: -418.91  diff: 6.5e-07      
1125 iterations  logLik: -418.91  diff: 6.4e-07      
1126 iterations  logLik: -418.91  diff: 6.4e-07      
1127 iterations  logLik: -418.91  diff: 6.3e-07      
1128 iterations  logLik: -418.91  diff: 6.3e-07      
1129 iterations  logLik: -418.91  diff: 6.2e-07      
1130 iterations  logLik: -418.91  diff: 6.2e-07      
1131 iterations  logLik: -418.91  diff: 6.2e-07      
1132 iterations  logLik: -418.91  diff: 6.1e-07      
1133 iterations  logLik: -418.91  diff: 6.1e-07      
1134 iterations  logLik: -418.91  diff: 6.0e-07      
1135 iterations  logLik: -418.91  diff: 6.0e-07      
1136 iterations  logLik: -418.91  diff: 6.0e-07      
1137 iterations  logLik: -418.91  diff: 5.9e-07      
1138 iterations  logLik: -418.91  diff: 5.9e-07      
1139 iterations  logLik: -418.91  diff: 5.8e-07      
1140 iterations  logLik: -418.91  diff: 5.8e-07      
1141 iterations  logLik: -418.91  diff: 5.8e-07      
1142 iterations  logLik: -418.91  diff: 5.7e-07      
1143 iterations  logLik: -418.91  diff: 5.7e-07      
1144 iterations  logLik: -418.91  diff: 5.7e-07      
1145 iterations  logLik: -418.91  diff: 5.6e-07      
1146 iterations  logLik: -418.91  diff: 5.6e-07      
1147 iterations  logLik: -418.91  diff: 5.6e-07      
1148 iterations  logLik: -418.91  diff: 5.5e-07      
1149 iterations  logLik: -418.91  diff: 5.5e-07      
1150 iterations  logLik: -418.91  diff: 5.4e-07      
1151 iterations  logLik: -418.91  diff: 5.4e-07      
1152 iterations  logLik: -418.91  diff: 5.4e-07      
1153 iterations  logLik: -418.91  diff: 5.3e-07      
1154 iterations  logLik: -418.91  diff: 5.3e-07      
1155 iterations  logLik: -418.91  diff: 5.3e-07      
1156 iterations  logLik: -418.91  diff: 5.2e-07      
1157 iterations  logLik: -418.91  diff: 5.2e-07      
1158 iterations  logLik: -418.91  diff: 5.2e-07      
1159 iterations  logLik: -418.91  diff: 5.1e-07      
1160 iterations  logLik: -418.91  diff: 5.1e-07      
1161 iterations  logLik: -418.91  diff: 5.1e-07      
1162 iterations  logLik: -418.91  diff: 5.0e-07      
1163 iterations  logLik: -418.91  diff: 5.0e-07      
1164 iterations  logLik: -418.91  diff: 5.0e-07      
1165 iterations  logLik: -418.91  diff: 5.0e-07      
1166 iterations  logLik: -418.91  diff: 4.9e-07      
1167 iterations  logLik: -418.91  diff: 4.9e-07      
1168 iterations  logLik: -418.91  diff: 4.9e-07      
1169 iterations  logLik: -418.91  diff: 4.8e-07      
1170 iterations  logLik: -418.91  diff: 4.8e-07      
1171 iterations  logLik: -418.91  diff: 4.8e-07      
1172 iterations  logLik: -418.91  diff: 4.7e-07      
1173 iterations  logLik: -418.91  diff: 4.7e-07      
1174 iterations  logLik: -418.91  diff: 4.7e-07      
1175 iterations  logLik: -418.91  diff: 4.7e-07      
1176 iterations  logLik: -418.91  diff: 4.6e-07      
1177 iterations  logLik: -418.91  diff: 4.6e-07      
1178 iterations  logLik: -418.91  diff: 4.6e-07      
1179 iterations  logLik: -418.91  diff: 4.5e-07      
1180 iterations  logLik: -418.91  diff: 4.5e-07      
1181 iterations  logLik: -418.91  diff: 4.5e-07      
1182 iterations  logLik: -418.91  diff: 4.5e-07      
1183 iterations  logLik: -418.91  diff: 4.4e-07      
1184 iterations  logLik: -418.91  diff: 4.4e-07      
1185 iterations  logLik: -418.91  diff: 4.4e-07      
1186 iterations  logLik: -418.91  diff: 4.4e-07      
1187 iterations  logLik: -418.91  diff: 4.3e-07      
1188 iterations  logLik: -418.91  diff: 4.3e-07      
1189 iterations  logLik: -418.91  diff: 4.3e-07      
1190 iterations  logLik: -418.91  diff: 4.3e-07      
1191 iterations  logLik: -418.91  diff: 4.2e-07      
1192 iterations  logLik: -418.91  diff: 4.2e-07      
1193 iterations  logLik: -418.91  diff: 4.2e-07      
1194 iterations  logLik: -418.91  diff: 4.2e-07      
1195 iterations  logLik: -418.91  diff: 4.1e-07      
1196 iterations  logLik: -418.91  diff: 4.1e-07      
1197 iterations  logLik: -418.91  diff: 4.1e-07      
1198 iterations  logLik: -418.91  diff: 4.1e-07      
1199 iterations  logLik: -418.91  diff: 4.0e-07      
1200 iterations  logLik: -418.91  diff: 4.0e-07      
1201 iterations  logLik: -418.91  diff: 4.0e-07      
1202 iterations  logLik: -418.91  diff: 4.0e-07      
1203 iterations  logLik: -418.91  diff: 3.9e-07      
1204 iterations  logLik: -418.91  diff: 3.9e-07      
1205 iterations  logLik: -418.91  diff: 3.9e-07      
1206 iterations  logLik: -418.91  diff: 3.9e-07      
1207 iterations  logLik: -418.91  diff: 3.9e-07      
1208 iterations  logLik: -418.91  diff: 3.8e-07      
1209 iterations  logLik: -418.91  diff: 3.8e-07      
1210 iterations  logLik: -418.91  diff: 3.8e-07      
1211 iterations  logLik: -418.91  diff: 3.8e-07      
1212 iterations  logLik: -418.91  diff: 3.7e-07      
1213 iterations  logLik: -418.91  diff: 3.7e-07      
1214 iterations  logLik: -418.91  diff: 3.7e-07      
1215 iterations  logLik: -418.91  diff: 3.7e-07      
1216 iterations  logLik: -418.91  diff: 3.7e-07      
1217 iterations  logLik: -418.91  diff: 3.6e-07      
1218 iterations  logLik: -418.91  diff: 3.6e-07      
1219 iterations  logLik: -418.91  diff: 3.6e-07      
1220 iterations  logLik: -418.91  diff: 3.6e-07      
1221 iterations  logLik: -418.91  diff: 3.6e-07      
1222 iterations  logLik: -418.91  diff: 3.5e-07      
1223 iterations  logLik: -418.91  diff: 3.5e-07      
1224 iterations  logLik: -418.91  diff: 3.5e-07      
1225 iterations  logLik: -418.91  diff: 3.5e-07      
1226 iterations  logLik: -418.91  diff: 3.5e-07      
1227 iterations  logLik: -418.91  diff: 3.4e-07      
1228 iterations  logLik: -418.91  diff: 3.4e-07      
1229 iterations  logLik: -418.91  diff: 3.4e-07      
1230 iterations  logLik: -418.91  diff: 3.4e-07      
1231 iterations  logLik: -418.91  diff: 3.4e-07      
1232 iterations  logLik: -418.91  diff: 3.4e-07      
1233 iterations  logLik: -418.91  diff: 3.3e-07      
1234 iterations  logLik: -418.91  diff: 3.3e-07      
1235 iterations  logLik: -418.91  diff: 3.3e-07      
1236 iterations  logLik: -418.91  diff: 3.3e-07      
1237 iterations  logLik: -418.91  diff: 3.3e-07      
1238 iterations  logLik: -418.91  diff: 3.2e-07      
1239 iterations  logLik: -418.91  diff: 3.2e-07      
1240 iterations  logLik: -418.91  diff: 3.2e-07      
1241 iterations  logLik: -418.91  diff: 3.2e-07      
1242 iterations  logLik: -418.91  diff: 3.2e-07      
1243 iterations  logLik: -418.91  diff: 3.2e-07      
1244 iterations  logLik: -418.91  diff: 3.1e-07      
1245 iterations  logLik: -418.91  diff: 3.1e-07      
1246 iterations  logLik: -418.91  diff: 3.1e-07      
1247 iterations  logLik: -418.91  diff: 3.1e-07      
1248 iterations  logLik: -418.91  diff: 3.1e-07      
1249 iterations  logLik: -418.91  diff: 3.1e-07      
1250 iterations  logLik: -418.91  diff: 3.0e-07      
1251 iterations  logLik: -418.91  diff: 3.0e-07      
1252 iterations  logLik: -418.91  diff: 3.0e-07      
1253 iterations  logLik: -418.91  diff: 3.0e-07      
1254 iterations  logLik: -418.91  diff: 3.0e-07      
1255 iterations  logLik: -418.91  diff: 3.0e-07      
1256 iterations  logLik: -418.91  diff: 2.9e-07      
1257 iterations  logLik: -418.91  diff: 2.9e-07      
1258 iterations  logLik: -418.91  diff: 2.9e-07      
1259 iterations  logLik: -418.91  diff: 2.9e-07      
1260 iterations  logLik: -418.91  diff: 2.9e-07      
1261 iterations  logLik: -418.91  diff: 2.9e-07      
1262 iterations  logLik: -418.91  diff: 2.9e-07      
1263 iterations  logLik: -418.91  diff: 2.8e-07      
1264 iterations  logLik: -418.91  diff: 2.8e-07      
1265 iterations  logLik: -418.91  diff: 2.8e-07      
1266 iterations  logLik: -418.91  diff: 2.8e-07      
1267 iterations  logLik: -418.91  diff: 2.8e-07      
1268 iterations  logLik: -418.91  diff: 2.8e-07      
1269 iterations  logLik: -418.91  diff: 2.7e-07      
1270 iterations  logLik: -418.91  diff: 2.7e-07      
1271 iterations  logLik: -418.91  diff: 2.7e-07      
1272 iterations  logLik: -418.91  diff: 2.7e-07      
1273 iterations  logLik: -418.91  diff: 2.7e-07      
1274 iterations  logLik: -418.91  diff: 2.7e-07      
1275 iterations  logLik: -418.91  diff: 2.7e-07      
1276 iterations  logLik: -418.91  diff: 2.7e-07      
1277 iterations  logLik: -418.91  diff: 2.6e-07      
1278 iterations  logLik: -418.91  diff: 2.6e-07      
1279 iterations  logLik: -418.91  diff: 2.6e-07      
1280 iterations  logLik: -418.91  diff: 2.6e-07      
1281 iterations  logLik: -418.91  diff: 2.6e-07      
1282 iterations  logLik: -418.91  diff: 2.6e-07      
1283 iterations  logLik: -418.91  diff: 2.6e-07      
1284 iterations  logLik: -418.91  diff: 2.5e-07      
1285 iterations  logLik: -418.91  diff: 2.5e-07      
1286 iterations  logLik: -418.91  diff: 2.5e-07      
1287 iterations  logLik: -418.91  diff: 2.5e-07      
1288 iterations  logLik: -418.91  diff: 2.5e-07      
1289 iterations  logLik: -418.91  diff: 2.5e-07      
1290 iterations  logLik: -418.91  diff: 2.5e-07      
1291 iterations  logLik: -418.91  diff: 2.5e-07      
1292 iterations  logLik: -418.91  diff: 2.4e-07      
1293 iterations  logLik: -418.91  diff: 2.4e-07      
1294 iterations  logLik: -418.91  diff: 2.4e-07      
1295 iterations  logLik: -418.91  diff: 2.4e-07      
1296 iterations  logLik: -418.91  diff: 2.4e-07      
1297 iterations  logLik: -418.91  diff: 2.4e-07      
1298 iterations  logLik: -418.91  diff: 2.4e-07      
1299 iterations  logLik: -418.91  diff: 2.4e-07      
1300 iterations  logLik: -418.91  diff: 2.3e-07      
1301 iterations  logLik: -418.91  diff: 2.3e-07      
1302 iterations  logLik: -418.91  diff: 2.3e-07      
1303 iterations  logLik: -418.91  diff: 2.3e-07      
1304 iterations  logLik: -418.91  diff: 2.3e-07      
1305 iterations  logLik: -418.91  diff: 2.3e-07      
1306 iterations  logLik: -418.91  diff: 2.3e-07      
1307 iterations  logLik: -418.91  diff: 2.3e-07      
1308 iterations  logLik: -418.91  diff: 2.3e-07      
1309 iterations  logLik: -418.91  diff: 2.2e-07      
1310 iterations  logLik: -418.91  diff: 2.2e-07      
1311 iterations  logLik: -418.91  diff: 2.2e-07      
1312 iterations  logLik: -418.91  diff: 2.2e-07      
1313 iterations  logLik: -418.91  diff: 2.2e-07      
1314 iterations  logLik: -418.91  diff: 2.2e-07      
1315 iterations  logLik: -418.91  diff: 2.2e-07      
1316 iterations  logLik: -418.91  diff: 2.2e-07      
1317 iterations  logLik: -418.91  diff: 2.2e-07      
1318 iterations  logLik: -418.91  diff: 2.1e-07      
1319 iterations  logLik: -418.91  diff: 2.1e-07      
1320 iterations  logLik: -418.91  diff: 2.1e-07      
1321 iterations  logLik: -418.91  diff: 2.1e-07      
1322 iterations  logLik: -418.91  diff: 2.1e-07      
1323 iterations  logLik: -418.91  diff: 2.1e-07      
1324 iterations  logLik: -418.91  diff: 2.1e-07      
1325 iterations  logLik: -418.91  diff: 2.1e-07      
1326 iterations  logLik: -418.91  diff: 2.1e-07      
1327 iterations  logLik: -418.91  diff: 2.1e-07      
1328 iterations  logLik: -418.91  diff: 2.0e-07      
1329 iterations  logLik: -418.91  diff: 2.0e-07      
1330 iterations  logLik: -418.91  diff: 2.0e-07      
1331 iterations  logLik: -418.91  diff: 2.0e-07      
1332 iterations  logLik: -418.91  diff: 2.0e-07      
1333 iterations  logLik: -418.91  diff: 2.0e-07      
1334 iterations  logLik: -418.91  diff: 2.0e-07      
1335 iterations  logLik: -418.91  diff: 2.0e-07      
1336 iterations  logLik: -418.91  diff: 2.0e-07      
1337 iterations  logLik: -418.91  diff: 2.0e-07      
1338 iterations  logLik: -418.91  diff: 2.0e-07      
1339 iterations  logLik: -418.91  diff: 1.9e-07      
1340 iterations  logLik: -418.91  diff: 1.9e-07      
1341 iterations  logLik: -418.91  diff: 1.9e-07      
1342 iterations  logLik: -418.91  diff: 1.9e-07      
1343 iterations  logLik: -418.91  diff: 1.9e-07      
1344 iterations  logLik: -418.91  diff: 1.9e-07      
1345 iterations  logLik: -418.91  diff: 1.9e-07      
1346 iterations  logLik: -418.91  diff: 1.9e-07      
1347 iterations  logLik: -418.91  diff: 1.9e-07      
1348 iterations  logLik: -418.91  diff: 1.9e-07      
1349 iterations  logLik: -418.91  diff: 1.9e-07      
1350 iterations  logLik: -418.91  diff: 1.8e-07      
1351 iterations  logLik: -418.91  diff: 1.8e-07      
1352 iterations  logLik: -418.91  diff: 1.8e-07      
1353 iterations  logLik: -418.91  diff: 1.8e-07      
1354 iterations  logLik: -418.91  diff: 1.8e-07      
1355 iterations  logLik: -418.91  diff: 1.8e-07      
1356 iterations  logLik: -418.91  diff: 1.8e-07      
1357 iterations  logLik: -418.91  diff: 1.8e-07      
1358 iterations  logLik: -418.91  diff: 1.8e-07      
1359 iterations  logLik: -418.91  diff: 1.8e-07      
1360 iterations  logLik: -418.91  diff: 1.8e-07      
1361 iterations  logLik: -418.91  diff: 1.8e-07      
1362 iterations  logLik: -418.91  diff: 1.7e-07      
1363 iterations  logLik: -418.91  diff: 1.7e-07      
1364 iterations  logLik: -418.91  diff: 1.7e-07      
1365 iterations  logLik: -418.91  diff: 1.7e-07      
1366 iterations  logLik: -418.91  diff: 1.7e-07      
1367 iterations  logLik: -418.91  diff: 1.7e-07      
1368 iterations  logLik: -418.91  diff: 1.7e-07      
1369 iterations  logLik: -418.91  diff: 1.7e-07      
1370 iterations  logLik: -418.91  diff: 1.7e-07      
1371 iterations  logLik: -418.91  diff: 1.7e-07      
1372 iterations  logLik: -418.91  diff: 1.7e-07      
1373 iterations  logLik: -418.91  diff: 1.7e-07      
1374 iterations  logLik: -418.91  diff: 1.7e-07      
1375 iterations  logLik: -418.91  diff: 1.6e-07      
1376 iterations  logLik: -418.91  diff: 1.6e-07      
1377 iterations  logLik: -418.91  diff: 1.6e-07      
1378 iterations  logLik: -418.91  diff: 1.6e-07      
1379 iterations  logLik: -418.91  diff: 1.6e-07      
1380 iterations  logLik: -418.91  diff: 1.6e-07      
1381 iterations  logLik: -418.91  diff: 1.6e-07      
1382 iterations  logLik: -418.91  diff: 1.6e-07      
1383 iterations  logLik: -418.91  diff: 1.6e-07      
1384 iterations  logLik: -418.91  diff: 1.6e-07      
1385 iterations  logLik: -418.91  diff: 1.6e-07      
1386 iterations  logLik: -418.91  diff: 1.6e-07      
1387 iterations  logLik: -418.91  diff: 1.6e-07      
1388 iterations  logLik: -418.91  diff: 1.5e-07      
1389 iterations  logLik: -418.91  diff: 1.5e-07      
1390 iterations  logLik: -418.91  diff: 1.5e-07      
1391 iterations  logLik: -418.91  diff: 1.5e-07      
1392 iterations  logLik: -418.91  diff: 1.5e-07      
1393 iterations  logLik: -418.91  diff: 1.5e-07      
1394 iterations  logLik: -418.91  diff: 1.5e-07      
1395 iterations  logLik: -418.91  diff: 1.5e-07      
1396 iterations  logLik: -418.91  diff: 1.5e-07      
1397 iterations  logLik: -418.91  diff: 1.5e-07      
1398 iterations  logLik: -418.91  diff: 1.5e-07      
1399 iterations  logLik: -418.91  diff: 1.5e-07      
1400 iterations  logLik: -418.91  diff: 1.5e-07      
1401 iterations  logLik: -418.91  diff: 1.5e-07      
1402 iterations  logLik: -418.91  diff: 1.5e-07      
1403 iterations  logLik: -418.91  diff: 1.4e-07      
1404 iterations  logLik: -418.91  diff: 1.4e-07      
1405 iterations  logLik: -418.91  diff: 1.4e-07      
1406 iterations  logLik: -418.91  diff: 1.4e-07      
1407 iterations  logLik: -418.91  diff: 1.4e-07      
1408 iterations  logLik: -418.91  diff: 1.4e-07      
1409 iterations  logLik: -418.91  diff: 1.4e-07      
1410 iterations  logLik: -418.91  diff: 1.4e-07      
1411 iterations  logLik: -418.91  diff: 1.4e-07      
1412 iterations  logLik: -418.91  diff: 1.4e-07      
1413 iterations  logLik: -418.91  diff: 1.4e-07      
1414 iterations  logLik: -418.91  diff: 1.4e-07      
1415 iterations  logLik: -418.91  diff: 1.4e-07      
1416 iterations  logLik: -418.91  diff: 1.4e-07      
1417 iterations  logLik: -418.91  diff: 1.4e-07      
1418 iterations  logLik: -418.91  diff: 1.4e-07      
1419 iterations  logLik: -418.91  diff: 1.4e-07      
1420 iterations  logLik: -418.91  diff: 1.3e-07      
1421 iterations  logLik: -418.91  diff: 1.3e-07      
1422 iterations  logLik: -418.91  diff: 1.3e-07      
1423 iterations  logLik: -418.91  diff: 1.3e-07      
1424 iterations  logLik: -418.91  diff: 1.3e-07      
1425 iterations  logLik: -418.91  diff: 1.3e-07      
1426 iterations  logLik: -418.91  diff: 1.3e-07      
1427 iterations  logLik: -418.91  diff: 1.3e-07      
1428 iterations  logLik: -418.91  diff: 1.3e-07      
1429 iterations  logLik: -418.91  diff: 1.3e-07      
1430 iterations  logLik: -418.91  diff: 1.3e-07      
1431 iterations  logLik: -418.91  diff: 1.3e-07      
1432 iterations  logLik: -418.91  diff: 1.3e-07      
1433 iterations  logLik: -418.91  diff: 1.3e-07      
1434 iterations  logLik: -418.91  diff: 1.3e-07      
1435 iterations  logLik: -418.91  diff: 1.3e-07      
1436 iterations  logLik: -418.91  diff: 1.3e-07      
1437 iterations  logLik: -418.91  diff: 1.2e-07      
1438 iterations  logLik: -418.91  diff: 1.2e-07      
1439 iterations  logLik: -418.91  diff: 1.2e-07      
1440 iterations  logLik: -418.91  diff: 1.2e-07      
1441 iterations  logLik: -418.91  diff: 1.2e-07      
1442 iterations  logLik: -418.91  diff: 1.2e-07      
1443 iterations  logLik: -418.91  diff: 1.2e-07      
1444 iterations  logLik: -418.91  diff: 1.2e-07      
1445 iterations  logLik: -418.91  diff: 1.2e-07      
1446 iterations  logLik: -418.91  diff: 1.2e-07      
1447 iterations  logLik: -418.91  diff: 1.2e-07      
1448 iterations  logLik: -418.91  diff: 1.2e-07      
1449 iterations  logLik: -418.91  diff: 1.2e-07      
1450 iterations  logLik: -418.91  diff: 1.2e-07      
1451 iterations  logLik: -418.91  diff: 1.2e-07      
1452 iterations  logLik: -418.91  diff: 1.2e-07      
1453 iterations  logLik: -418.91  diff: 1.2e-07      
1454 iterations  logLik: -418.91  diff: 1.2e-07      
1455 iterations  logLik: -418.91  diff: 1.2e-07      
1456 iterations  logLik: -418.91  diff: 1.2e-07      
1457 iterations  logLik: -418.91  diff: 1.1e-07      
1458 iterations  logLik: -418.91  diff: 1.1e-07      
1459 iterations  logLik: -418.91  diff: 1.1e-07      
1460 iterations  logLik: -418.91  diff: 1.1e-07      
1461 iterations  logLik: -418.91  diff: 1.1e-07      
1462 iterations  logLik: -418.91  diff: 1.1e-07      
1463 iterations  logLik: -418.91  diff: 1.1e-07      
1464 iterations  logLik: -418.91  diff: 1.1e-07      
1465 iterations  logLik: -418.91  diff: 1.1e-07      
1466 iterations  logLik: -418.91  diff: 1.1e-07      
1467 iterations  logLik: -418.91  diff: 1.1e-07      
1468 iterations  logLik: -418.91  diff: 1.1e-07      
1469 iterations  logLik: -418.91  diff: 1.1e-07      
1470 iterations  logLik: -418.91  diff: 1.1e-07      
1471 iterations  logLik: -418.91  diff: 1.1e-07      
1472 iterations  logLik: -418.91  diff: 1.1e-07      
1473 iterations  logLik: -418.91  diff: 1.1e-07      
1474 iterations  logLik: -418.91  diff: 1.1e-07      
1475 iterations  logLik: -418.91  diff: 1.1e-07      
1476 iterations  logLik: -418.91  diff: 1.1e-07      
1477 iterations  logLik: -418.91  diff: 1.1e-07      
1478 iterations  logLik: -418.91  diff: 1.1e-07      
1479 iterations  logLik: -418.91  diff: 1.0e-07      
1480 iterations  logLik: -418.91  diff: 1.0e-07      
1481 iterations  logLik: -418.91  diff: 1.0e-07      
1482 iterations  logLik: -418.91  diff: 1.0e-07      
1483 iterations  logLik: -418.91  diff: 1.0e-07      
1484 iterations  logLik: -418.91  diff: 1.0e-07      
1485 iterations  logLik: -418.91  diff: 1.0e-07      
1486 iterations  logLik: -418.91  diff: 1.0e-07      
1487 iterations  logLik: -418.91  diff: 1.0e-07      
1488 iterations  logLik: -418.91  diff: 1.0e-07      
1489 iterations  logLik: -418.91  diff: 1.0e-07      
1490 iterations  logLik: -418.91  diff: 1.0e-07      
1491 iterations  logLik: -418.91  diff: 1.0e-07      
1492 iterations  logLik: -418.91  diff: 9.9e-08      
1493 iterations  logLik: -418.91  diff: 9.9e-08      
1494 iterations  logLik: -418.91  diff: 9.8e-08      
1495 iterations  logLik: -418.91  diff: 9.8e-08      
1496 iterations  logLik: -418.91  diff: 9.8e-08      
1497 iterations  logLik: -418.91  diff: 9.7e-08      
1498 iterations  logLik: -418.91  diff: 9.7e-08      
1499 iterations  logLik: -418.91  diff: 9.6e-08      
1500 iterations  logLik: -418.91  diff: 9.6e-08      
1501 iterations  logLik: -418.91  diff: 9.6e-08      
1502 iterations  logLik: -418.91  diff: 9.5e-08      
1503 iterations  logLik: -418.91  diff: 9.5e-08      
1504 iterations  logLik: -418.91  diff: 9.4e-08      
1505 iterations  logLik: -418.91  diff: 9.4e-08      
1506 iterations  logLik: -418.91  diff: 9.4e-08      
1507 iterations  logLik: -418.91  diff: 9.3e-08      
1508 iterations  logLik: -418.91  diff: 9.3e-08      
1509 iterations  logLik: -418.91  diff: 9.2e-08      
1510 iterations  logLik: -418.91  diff: 9.2e-08      
1511 iterations  logLik: -418.91  diff: 9.2e-08      
1512 iterations  logLik: -418.91  diff: 9.1e-08      
1513 iterations  logLik: -418.91  diff: 9.1e-08      
1514 iterations  logLik: -418.91  diff: 9.1e-08      
1515 iterations  logLik: -418.91  diff: 9.0e-08      
1516 iterations  logLik: -418.91  diff: 9.0e-08      
1517 iterations  logLik: -418.91  diff: 9.0e-08      
1518 iterations  logLik: -418.91  diff: 8.9e-08      
1519 iterations  logLik: -418.91  diff: 8.9e-08      
1520 iterations  logLik: -418.91  diff: 8.8e-08      
1521 iterations  logLik: -418.91  diff: 8.8e-08      
1522 iterations  logLik: -418.91  diff: 8.8e-08      
1523 iterations  logLik: -418.91  diff: 8.7e-08      
1524 iterations  logLik: -418.91  diff: 8.7e-08      
1525 iterations  logLik: -418.91  diff: 8.7e-08      
1526 iterations  logLik: -418.91  diff: 8.6e-08      
1527 iterations  logLik: -418.91  diff: 8.6e-08      
1528 iterations  logLik: -418.91  diff: 8.6e-08      
1529 iterations  logLik: -418.91  diff: 8.5e-08      
1530 iterations  logLik: -418.91  diff: 8.5e-08      
1531 iterations  logLik: -418.91  diff: 8.5e-08      
1532 iterations  logLik: -418.91  diff: 8.4e-08      
1533 iterations  logLik: -418.91  diff: 8.4e-08      
1534 iterations  logLik: -418.91  diff: 8.4e-08      
1535 iterations  logLik: -418.91  diff: 8.3e-08      
1536 iterations  logLik: -418.91  diff: 8.3e-08      
1537 iterations  logLik: -418.91  diff: 8.3e-08      
1538 iterations  logLik: -418.91  diff: 8.2e-08      
1539 iterations  logLik: -418.91  diff: 8.2e-08      
1540 iterations  logLik: -418.91  diff: 8.2e-08      
1541 iterations  logLik: -418.91  diff: 8.1e-08      
1542 iterations  logLik: -418.91  diff: 8.1e-08      
1543 iterations  logLik: -418.91  diff: 8.1e-08      
1544 iterations  logLik: -418.91  diff: 8.0e-08      
1545 iterations  logLik: -418.91  diff: 8.0e-08      
1546 iterations  logLik: -418.91  diff: 8.0e-08      
1547 iterations  logLik: -418.91  diff: 7.9e-08      
1548 iterations  logLik: -418.91  diff: 7.9e-08      
1549 iterations  logLik: -418.91  diff: 7.9e-08      
1550 iterations  logLik: -418.91  diff: 7.8e-08      
1551 iterations  logLik: -418.91  diff: 7.8e-08      
1552 iterations  logLik: -418.91  diff: 7.8e-08      
1553 iterations  logLik: -418.91  diff: 7.8e-08      
1554 iterations  logLik: -418.91  diff: 7.7e-08      
1555 iterations  logLik: -418.91  diff: 7.7e-08      
1556 iterations  logLik: -418.91  diff: 7.7e-08      
1557 iterations  logLik: -418.91  diff: 7.6e-08      
1558 iterations  logLik: -418.91  diff: 7.6e-08      
1559 iterations  logLik: -418.91  diff: 7.6e-08      
1560 iterations  logLik: -418.91  diff: 7.5e-08      
1561 iterations  logLik: -418.91  diff: 7.5e-08      
1562 iterations  logLik: -418.91  diff: 7.5e-08      
1563 iterations  logLik: -418.91  diff: 7.5e-08      
1564 iterations  logLik: -418.91  diff: 7.4e-08      
1565 iterations  logLik: -418.91  diff: 7.4e-08      
1566 iterations  logLik: -418.91  diff: 7.4e-08      
1567 iterations  logLik: -418.91  diff: 7.3e-08      
1568 iterations  logLik: -418.91  diff: 7.3e-08      
1569 iterations  logLik: -418.91  diff: 7.3e-08      
1570 iterations  logLik: -418.91  diff: 7.3e-08      
1571 iterations  logLik: -418.91  diff: 7.2e-08      
1572 iterations  logLik: -418.91  diff: 7.2e-08      
1573 iterations  logLik: -418.91  diff: 7.2e-08      
1574 iterations  logLik: -418.91  diff: 7.1e-08      
1575 iterations  logLik: -418.91  diff: 7.1e-08      
1576 iterations  logLik: -418.91  diff: 7.1e-08      
1577 iterations  logLik: -418.91  diff: 7.1e-08      
1578 iterations  logLik: -418.91  diff: 7.0e-08      
1579 iterations  logLik: -418.91  diff: 7.0e-08      
1580 iterations  logLik: -418.91  diff: 7.0e-08      
1581 iterations  logLik: -418.91  diff: 7.0e-08      
1582 iterations  logLik: -418.91  diff: 6.9e-08      
1583 iterations  logLik: -418.91  diff: 6.9e-08      
1584 iterations  logLik: -418.91  diff: 6.9e-08      
1585 iterations  logLik: -418.91  diff: 6.8e-08      
1586 iterations  logLik: -418.91  diff: 6.8e-08      
1587 iterations  logLik: -418.91  diff: 6.8e-08      
1588 iterations  logLik: -418.91  diff: 6.8e-08      
1589 iterations  logLik: -418.91  diff: 6.7e-08      
1590 iterations  logLik: -418.91  diff: 6.7e-08      
1591 iterations  logLik: -418.91  diff: 6.7e-08      
1592 iterations  logLik: -418.91  diff: 6.7e-08      
1593 iterations  logLik: -418.91  diff: 6.6e-08      
1594 iterations  logLik: -418.91  diff: 6.6e-08      
1595 iterations  logLik: -418.91  diff: 6.6e-08      
1596 iterations  logLik: -418.91  diff: 6.6e-08      
1597 iterations  logLik: -418.91  diff: 6.5e-08      
1598 iterations  logLik: -418.91  diff: 6.5e-08      
1599 iterations  logLik: -418.91  diff: 6.5e-08      
1600 iterations  logLik: -418.91  diff: 6.5e-08      
1601 iterations  logLik: -418.91  diff: 6.4e-08      
1602 iterations  logLik: -418.91  diff: 6.4e-08      
1603 iterations  logLik: -418.91  diff: 6.4e-08      
1604 iterations  logLik: -418.91  diff: 6.4e-08      
1605 iterations  logLik: -418.91  diff: 6.3e-08      
1606 iterations  logLik: -418.91  diff: 6.3e-08      
1607 iterations  logLik: -418.91  diff: 6.3e-08      
1608 iterations  logLik: -418.91  diff: 6.3e-08      
1609 iterations  logLik: -418.91  diff: 6.2e-08      
1610 iterations  logLik: -418.91  diff: 6.2e-08      
1611 iterations  logLik: -418.91  diff: 6.2e-08      
1612 iterations  logLik: -418.91  diff: 6.2e-08      
1613 iterations  logLik: -418.91  diff: 6.2e-08      
1614 iterations  logLik: -418.91  diff: 6.1e-08      
1615 iterations  logLik: -418.91  diff: 6.1e-08      
1616 iterations  logLik: -418.91  diff: 6.1e-08      
1617 iterations  logLik: -418.91  diff: 6.1e-08      
1618 iterations  logLik: -418.91  diff: 6.0e-08      
1619 iterations  logLik: -418.91  diff: 6.0e-08      
1620 iterations  logLik: -418.91  diff: 6.0e-08      
1621 iterations  logLik: -418.91  diff: 6.0e-08      
1622 iterations  logLik: -418.91  diff: 5.9e-08      
1623 iterations  logLik: -418.91  diff: 5.9e-08      
1624 iterations  logLik: -418.91  diff: 5.9e-08      
1625 iterations  logLik: -418.91  diff: 5.9e-08      
1626 iterations  logLik: -418.91  diff: 5.9e-08      
1627 iterations  logLik: -418.91  diff: 5.8e-08      
1628 iterations  logLik: -418.91  diff: 5.8e-08      
1629 iterations  logLik: -418.91  diff: 5.8e-08      
1630 iterations  logLik: -418.91  diff: 5.8e-08      
1631 iterations  logLik: -418.91  diff: 5.7e-08      
1632 iterations  logLik: -418.91  diff: 5.7e-08      
1633 iterations  logLik: -418.91  diff: 5.7e-08      
1634 iterations  logLik: -418.91  diff: 5.7e-08      
1635 iterations  logLik: -418.91  diff: 5.7e-08      
1636 iterations  logLik: -418.91  diff: 5.6e-08      
1637 iterations  logLik: -418.91  diff: 5.6e-08      
1638 iterations  logLik: -418.91  diff: 5.6e-08      
1639 iterations  logLik: -418.91  diff: 5.6e-08      
1640 iterations  logLik: -418.91  diff: 5.6e-08      
1641 iterations  logLik: -418.91  diff: 5.5e-08      
1642 iterations  logLik: -418.91  diff: 5.5e-08      
1643 iterations  logLik: -418.91  diff: 5.5e-08      
1644 iterations  logLik: -418.91  diff: 5.5e-08      
1645 iterations  logLik: -418.91  diff: 5.5e-08      
1646 iterations  logLik: -418.91  diff: 5.4e-08      
1647 iterations  logLik: -418.91  diff: 5.4e-08      
1648 iterations  logLik: -418.91  diff: 5.4e-08      
1649 iterations  logLik: -418.91  diff: 5.4e-08      
1650 iterations  logLik: -418.91  diff: 5.4e-08      
1651 iterations  logLik: -418.91  diff: 5.3e-08      
1652 iterations  logLik: -418.91  diff: 5.3e-08      
1653 iterations  logLik: -418.91  diff: 5.3e-08      
1654 iterations  logLik: -418.91  diff: 5.3e-08      
1655 iterations  logLik: -418.91  diff: 5.3e-08      
1656 iterations  logLik: -418.91  diff: 5.2e-08      
1657 iterations  logLik: -418.91  diff: 5.2e-08      
1658 iterations  logLik: -418.91  diff: 5.2e-08      
1659 iterations  logLik: -418.91  diff: 5.2e-08      
1660 iterations  logLik: -418.91  diff: 5.2e-08      
1661 iterations  logLik: -418.91  diff: 5.1e-08      
1662 iterations  logLik: -418.91  diff: 5.1e-08      
1663 iterations  logLik: -418.91  diff: 5.1e-08      
1664 iterations  logLik: -418.91  diff: 5.1e-08      
1665 iterations  logLik: -418.91  diff: 5.1e-08      
1666 iterations  logLik: -418.91  diff: 5.0e-08      
1667 iterations  logLik: -418.91  diff: 5.0e-08      
1668 iterations  logLik: -418.91  diff: 5.0e-08      
1669 iterations  logLik: -418.91  diff: 5.0e-08      
1670 iterations  logLik: -418.91  diff: 5.0e-08      
1671 iterations  logLik: -418.91  diff: 5.0e-08      
1672 iterations  logLik: -418.91  diff: 4.9e-08      
1673 iterations  logLik: -418.91  diff: 4.9e-08      
1674 iterations  logLik: -418.91  diff: 4.9e-08      
1675 iterations  logLik: -418.91  diff: 4.9e-08      
1676 iterations  logLik: -418.91  diff: 4.9e-08      
1677 iterations  logLik: -418.91  diff: 4.8e-08      
1678 iterations  logLik: -418.91  diff: 4.8e-08      
1679 iterations  logLik: -418.91  diff: 4.8e-08      
1680 iterations  logLik: -418.91  diff: 4.8e-08      
1681 iterations  logLik: -418.91  diff: 4.8e-08      
1682 iterations  logLik: -418.91  diff: 4.8e-08      
1683 iterations  logLik: -418.91  diff: 4.7e-08      
1684 iterations  logLik: -418.91  diff: 4.7e-08      
1685 iterations  logLik: -418.91  diff: 4.7e-08      
1686 iterations  logLik: -418.91  diff: 4.7e-08      
1687 iterations  logLik: -418.91  diff: 4.7e-08      
1688 iterations  logLik: -418.91  diff: 4.7e-08      
1689 iterations  logLik: -418.91  diff: 4.6e-08      
1690 iterations  logLik: -418.91  diff: 4.6e-08      
1691 iterations  logLik: -418.91  diff: 4.6e-08      
1692 iterations  logLik: -418.91  diff: 4.6e-08      
1693 iterations  logLik: -418.91  diff: 4.6e-08      
1694 iterations  logLik: -418.91  diff: 4.6e-08      
1695 iterations  logLik: -418.91  diff: 4.5e-08      
1696 iterations  logLik: -418.91  diff: 4.5e-08      
1697 iterations  logLik: -418.91  diff: 4.5e-08      
1698 iterations  logLik: -418.91  diff: 4.5e-08      
1699 iterations  logLik: -418.91  diff: 4.5e-08      
1700 iterations  logLik: -418.91  diff: 4.5e-08      
1701 iterations  logLik: -418.91  diff: 4.4e-08      
1702 iterations  logLik: -418.91  diff: 4.4e-08      
1703 iterations  logLik: -418.91  diff: 4.4e-08      
1704 iterations  logLik: -418.91  diff: 4.4e-08      
1705 iterations  logLik: -418.91  diff: 4.4e-08      
1706 iterations  logLik: -418.91  diff: 4.4e-08      
1707 iterations  logLik: -418.91  diff: 4.3e-08      
1708 iterations  logLik: -418.91  diff: 4.3e-08      
1709 iterations  logLik: -418.91  diff: 4.3e-08      
1710 iterations  logLik: -418.91  diff: 4.3e-08      
1711 iterations  logLik: -418.91  diff: 4.3e-08      
1712 iterations  logLik: -418.91  diff: 4.3e-08      
1713 iterations  logLik: -418.91  diff: 4.3e-08      
1714 iterations  logLik: -418.91  diff: 4.2e-08      
1715 iterations  logLik: -418.91  diff: 4.2e-08      
1716 iterations  logLik: -418.91  diff: 4.2e-08      
1717 iterations  logLik: -418.91  diff: 4.2e-08      
1718 iterations  logLik: -418.91  diff: 4.2e-08      
1719 iterations  logLik: -418.91  diff: 4.2e-08      
1720 iterations  logLik: -418.91  diff: 4.1e-08      
1721 iterations  logLik: -418.91  diff: 4.1e-08      
1722 iterations  logLik: -418.91  diff: 4.1e-08      
1723 iterations  logLik: -418.91  diff: 4.1e-08      
1724 iterations  logLik: -418.91  diff: 4.1e-08      
1725 iterations  logLik: -418.91  diff: 4.1e-08      
1726 iterations  logLik: -418.91  diff: 4.1e-08      
1727 iterations  logLik: -418.91  diff: 4.0e-08      
1728 iterations  logLik: -418.91  diff: 4.0e-08      
1729 iterations  logLik: -418.91  diff: 4.0e-08      
1730 iterations  logLik: -418.91  diff: 4.0e-08      
1731 iterations  logLik: -418.91  diff: 4.0e-08      
1732 iterations  logLik: -418.91  diff: 4.0e-08      
1733 iterations  logLik: -418.91  diff: 4.0e-08      
1734 iterations  logLik: -418.91  diff: 3.9e-08      
1735 iterations  logLik: -418.91  diff: 3.9e-08      
1736 iterations  logLik: -418.91  diff: 3.9e-08      
1737 iterations  logLik: -418.91  diff: 3.9e-08      
1738 iterations  logLik: -418.91  diff: 3.9e-08      
1739 iterations  logLik: -418.91  diff: 3.9e-08      
1740 iterations  logLik: -418.91  diff: 3.9e-08      
1741 iterations  logLik: -418.91  diff: 3.8e-08      
1742 iterations  logLik: -418.91  diff: 3.8e-08      
1743 iterations  logLik: -418.91  diff: 3.8e-08      
1744 iterations  logLik: -418.91  diff: 3.8e-08      
1745 iterations  logLik: -418.91  diff: 3.8e-08      
1746 iterations  logLik: -418.91  diff: 3.8e-08      
1747 iterations  logLik: -418.91  diff: 3.8e-08      
1748 iterations  logLik: -418.91  diff: 3.8e-08      
1749 iterations  logLik: -418.91  diff: 3.7e-08      
1750 iterations  logLik: -418.91  diff: 3.7e-08      
1751 iterations  logLik: -418.91  diff: 3.7e-08      
1752 iterations  logLik: -418.91  diff: 3.7e-08      
1753 iterations  logLik: -418.91  diff: 3.7e-08      
1754 iterations  logLik: -418.91  diff: 3.7e-08      
1755 iterations  logLik: -418.91  diff: 3.7e-08      
1756 iterations  logLik: -418.91  diff: 3.6e-08      
1757 iterations  logLik: -418.91  diff: 3.6e-08      
1758 iterations  logLik: -418.91  diff: 3.6e-08      
1759 iterations  logLik: -418.91  diff: 3.6e-08      
1760 iterations  logLik: -418.91  diff: 3.6e-08      
1761 iterations  logLik: -418.91  diff: 3.6e-08      
1762 iterations  logLik: -418.91  diff: 3.6e-08      
1763 iterations  logLik: -418.91  diff: 3.6e-08      
1764 iterations  logLik: -418.91  diff: 3.5e-08      
1765 iterations  logLik: -418.91  diff: 3.5e-08      
1766 iterations  logLik: -418.91  diff: 3.5e-08      
1767 iterations  logLik: -418.91  diff: 3.5e-08      
1768 iterations  logLik: -418.91  diff: 3.5e-08      
1769 iterations  logLik: -418.91  diff: 3.5e-08      
1770 iterations  logLik: -418.91  diff: 3.5e-08      
1771 iterations  logLik: -418.91  diff: 3.5e-08      
1772 iterations  logLik: -418.91  diff: 3.5e-08      
1773 iterations  logLik: -418.91  diff: 3.4e-08      
1774 iterations  logLik: -418.91  diff: 3.4e-08      
1775 iterations  logLik: -418.91  diff: 3.4e-08      
1776 iterations  logLik: -418.91  diff: 3.4e-08      
1777 iterations  logLik: -418.91  diff: 3.4e-08      
1778 iterations  logLik: -418.91  diff: 3.4e-08      
1779 iterations  logLik: -418.91  diff: 3.4e-08      
1780 iterations  logLik: -418.91  diff: 3.4e-08      
1781 iterations  logLik: -418.91  diff: 3.3e-08      
1782 iterations  logLik: -418.91  diff: 3.3e-08      
1783 iterations  logLik: -418.91  diff: 3.3e-08      
1784 iterations  logLik: -418.91  diff: 3.3e-08      
1785 iterations  logLik: -418.91  diff: 3.3e-08      
1786 iterations  logLik: -418.91  diff: 3.3e-08      
1787 iterations  logLik: -418.91  diff: 3.3e-08      
1788 iterations  logLik: -418.91  diff: 3.3e-08      
1789 iterations  logLik: -418.91  diff: 3.3e-08      
1790 iterations  logLik: -418.91  diff: 3.2e-08      
1791 iterations  logLik: -418.91  diff: 3.2e-08      
1792 iterations  logLik: -418.91  diff: 3.2e-08      
1793 iterations  logLik: -418.91  diff: 3.2e-08      
1794 iterations  logLik: -418.91  diff: 3.2e-08      
1795 iterations  logLik: -418.91  diff: 3.2e-08      
1796 iterations  logLik: -418.91  diff: 3.2e-08      
1797 iterations  logLik: -418.91  diff: 3.2e-08      
1798 iterations  logLik: -418.91  diff: 3.2e-08      
1799 iterations  logLik: -418.91  diff: 3.1e-08      
1800 iterations  logLik: -418.91  diff: 3.1e-08      
1801 iterations  logLik: -418.91  diff: 3.1e-08      
1802 iterations  logLik: -418.91  diff: 3.1e-08      
1803 iterations  logLik: -418.91  diff: 3.1e-08      
1804 iterations  logLik: -418.91  diff: 3.1e-08      
1805 iterations  logLik: -418.91  diff: 3.1e-08      
1806 iterations  logLik: -418.91  diff: 3.1e-08      
1807 iterations  logLik: -418.91  diff: 3.1e-08      
1808 iterations  logLik: -418.91  diff: 3.0e-08      
1809 iterations  logLik: -418.91  diff: 3.0e-08      
1810 iterations  logLik: -418.91  diff: 3.0e-08      
1811 iterations  logLik: -418.91  diff: 3.0e-08      
1812 iterations  logLik: -418.91  diff: 3.0e-08      
1813 iterations  logLik: -418.91  diff: 3.0e-08      
1814 iterations  logLik: -418.91  diff: 3.0e-08      
1815 iterations  logLik: -418.91  diff: 3.0e-08      
1816 iterations  logLik: -418.91  diff: 3.0e-08      
1817 iterations  logLik: -418.91  diff: 3.0e-08      
1818 iterations  logLik: -418.91  diff: 2.9e-08      
1819 iterations  logLik: -418.91  diff: 2.9e-08      
1820 iterations  logLik: -418.91  diff: 2.9e-08      
1821 iterations  logLik: -418.91  diff: 2.9e-08      
1822 iterations  logLik: -418.91  diff: 2.9e-08      
1823 iterations  logLik: -418.91  diff: 2.9e-08      
1824 iterations  logLik: -418.91  diff: 2.9e-08      
1825 iterations  logLik: -418.91  diff: 2.9e-08      
1826 iterations  logLik: -418.91  diff: 2.9e-08      
1827 iterations  logLik: -418.91  diff: 2.9e-08      
1828 iterations  logLik: -418.91  diff: 2.8e-08      
1829 iterations  logLik: -418.91  diff: 2.8e-08      
1830 iterations  logLik: -418.91  diff: 2.8e-08      
1831 iterations  logLik: -418.91  diff: 2.8e-08      
1832 iterations  logLik: -418.91  diff: 2.8e-08      
1833 iterations  logLik: -418.91  diff: 2.8e-08      
1834 iterations  logLik: -418.91  diff: 2.8e-08      
1835 iterations  logLik: -418.91  diff: 2.8e-08      
1836 iterations  logLik: -418.91  diff: 2.8e-08      
1837 iterations  logLik: -418.91  diff: 2.8e-08      
1838 iterations  logLik: -418.91  diff: 2.7e-08      
1839 iterations  logLik: -418.91  diff: 2.7e-08      
1840 iterations  logLik: -418.91  diff: 2.7e-08      
1841 iterations  logLik: -418.91  diff: 2.7e-08      
1842 iterations  logLik: -418.91  diff: 2.7e-08      
1843 iterations  logLik: -418.91  diff: 2.7e-08      
1844 iterations  logLik: -418.91  diff: 2.7e-08      
1845 iterations  logLik: -418.91  diff: 2.7e-08      
1846 iterations  logLik: -418.91  diff: 2.7e-08      
1847 iterations  logLik: -418.91  diff: 2.7e-08      
1848 iterations  logLik: -418.91  diff: 2.7e-08      
1849 iterations  logLik: -418.91  diff: 2.6e-08      
1850 iterations  logLik: -418.91  diff: 2.6e-08      
1851 iterations  logLik: -418.91  diff: 2.6e-08      
1852 iterations  logLik: -418.91  diff: 2.6e-08      
1853 iterations  logLik: -418.91  diff: 2.6e-08      
1854 iterations  logLik: -418.91  diff: 2.6e-08      
1855 iterations  logLik: -418.91  diff: 2.6e-08      
1856 iterations  logLik: -418.91  diff: 2.6e-08      
1857 iterations  logLik: -418.91  diff: 2.6e-08      
1858 iterations  logLik: -418.91  diff: 2.6e-08      
1859 iterations  logLik: -418.91  diff: 2.6e-08      
1860 iterations  logLik: -418.91  diff: 2.6e-08      
1861 iterations  logLik: -418.91  diff: 2.5e-08      
1862 iterations  logLik: -418.91  diff: 2.5e-08      
1863 iterations  logLik: -418.91  diff: 2.5e-08      
1864 iterations  logLik: -418.91  diff: 2.5e-08      
1865 iterations  logLik: -418.91  diff: 2.5e-08      
1866 iterations  logLik: -418.91  diff: 2.5e-08      
1867 iterations  logLik: -418.91  diff: 2.5e-08      
1868 iterations  logLik: -418.91  diff: 2.5e-08      
1869 iterations  logLik: -418.91  diff: 2.5e-08      
1870 iterations  logLik: -418.91  diff: 2.5e-08      
1871 iterations  logLik: -418.91  diff: 2.5e-08      
1872 iterations  logLik: -418.91  diff: 2.5e-08      
1873 iterations  logLik: -418.91  diff: 2.4e-08      
1874 iterations  logLik: -418.91  diff: 2.4e-08      
1875 iterations  logLik: -418.91  diff: 2.4e-08      
1876 iterations  logLik: -418.91  diff: 2.4e-08      
1877 iterations  logLik: -418.91  diff: 2.4e-08      
1878 iterations  logLik: -418.91  diff: 2.4e-08      
1879 iterations  logLik: -418.91  diff: 2.4e-08      
1880 iterations  logLik: -418.91  diff: 2.4e-08      
1881 iterations  logLik: -418.91  diff: 2.4e-08      
1882 iterations  logLik: -418.91  diff: 2.4e-08      
1883 iterations  logLik: -418.91  diff: 2.4e-08      
1884 iterations  logLik: -418.91  diff: 2.4e-08      
1885 iterations  logLik: -418.91  diff: 2.3e-08      
1886 iterations  logLik: -418.91  diff: 2.3e-08      
1887 iterations  logLik: -418.91  diff: 2.3e-08      
1888 iterations  logLik: -418.91  diff: 2.3e-08      
1889 iterations  logLik: -418.91  diff: 2.3e-08      
1890 iterations  logLik: -418.91  diff: 2.3e-08      
1891 iterations  logLik: -418.91  diff: 2.3e-08      
1892 iterations  logLik: -418.91  diff: 2.3e-08      
1893 iterations  logLik: -418.91  diff: 2.3e-08      
1894 iterations  logLik: -418.91  diff: 2.3e-08      
1895 iterations  logLik: -418.91  diff: 2.3e-08      
1896 iterations  logLik: -418.91  diff: 2.3e-08      
1897 iterations  logLik: -418.91  diff: 2.3e-08      
1898 iterations  logLik: -418.91  diff: 2.2e-08      
1899 iterations  logLik: -418.91  diff: 2.2e-08      
1900 iterations  logLik: -418.91  diff: 2.2e-08      
1901 iterations  logLik: -418.91  diff: 2.2e-08      
1902 iterations  logLik: -418.91  diff: 2.2e-08      
1903 iterations  logLik: -418.91  diff: 2.2e-08      
1904 iterations  logLik: -418.91  diff: 2.2e-08      
1905 iterations  logLik: -418.91  diff: 2.2e-08      
1906 iterations  logLik: -418.91  diff: 2.2e-08      
1907 iterations  logLik: -418.91  diff: 2.2e-08      
1908 iterations  logLik: -418.91  diff: 2.2e-08      
1909 iterations  logLik: -418.91  diff: 2.2e-08      
1910 iterations  logLik: -418.91  diff: 2.2e-08      
1911 iterations  logLik: -418.91  diff: 2.2e-08      
1912 iterations  logLik: -418.91  diff: 2.1e-08      
1913 iterations  logLik: -418.91  diff: 2.1e-08      
1914 iterations  logLik: -418.91  diff: 2.1e-08      
1915 iterations  logLik: -418.91  diff: 2.1e-08      
1916 iterations  logLik: -418.91  diff: 2.1e-08      
1917 iterations  logLik: -418.91  diff: 2.1e-08      
1918 iterations  logLik: -418.91  diff: 2.1e-08      
1919 iterations  logLik: -418.91  diff: 2.1e-08      
1920 iterations  logLik: -418.91  diff: 2.1e-08      
1921 iterations  logLik: -418.91  diff: 2.1e-08      
1922 iterations  logLik: -418.91  diff: 2.1e-08      
1923 iterations  logLik: -418.91  diff: 2.1e-08      
1924 iterations  logLik: -418.91  diff: 2.1e-08      
1925 iterations  logLik: -418.91  diff: 2.1e-08      
1926 iterations  logLik: -418.91  diff: 2.1e-08      
1927 iterations  logLik: -418.91  diff: 2.0e-08      
1928 iterations  logLik: -418.91  diff: 2.0e-08      
1929 iterations  logLik: -418.91  diff: 2.0e-08      
1930 iterations  logLik: -418.91  diff: 2.0e-08      
1931 iterations  logLik: -418.91  diff: 2.0e-08      
1932 iterations  logLik: -418.91  diff: 2.0e-08      
1933 iterations  logLik: -418.91  diff: 2.0e-08      
1934 iterations  logLik: -418.91  diff: 2.0e-08      
1935 iterations  logLik: -418.91  diff: 2.0e-08      
1936 iterations  logLik: -418.91  diff: 2.0e-08      
1937 iterations  logLik: -418.91  diff: 2.0e-08      
1938 iterations  logLik: -418.91  diff: 2.0e-08      
1939 iterations  logLik: -418.91  diff: 2.0e-08      
1940 iterations  logLik: -418.91  diff: 2.0e-08      
1941 iterations  logLik: -418.91  diff: 2.0e-08      
1942 iterations  logLik: -418.91  diff: 1.9e-08      
1943 iterations  logLik: -418.91  diff: 1.9e-08      
1944 iterations  logLik: -418.91  diff: 1.9e-08      
1945 iterations  logLik: -418.91  diff: 1.9e-08      
1946 iterations  logLik: -418.91  diff: 1.9e-08      
1947 iterations  logLik: -418.91  diff: 1.9e-08      
1948 iterations  logLik: -418.91  diff: 1.9e-08      
1949 iterations  logLik: -418.91  diff: 1.9e-08      
1950 iterations  logLik: -418.91  diff: 1.9e-08      
1951 iterations  logLik: -418.91  diff: 1.9e-08      
1952 iterations  logLik: -418.91  diff: 1.9e-08      
1953 iterations  logLik: -418.91  diff: 1.9e-08      
1954 iterations  logLik: -418.91  diff: 1.9e-08      
1955 iterations  logLik: -418.91  diff: 1.9e-08      
1956 iterations  logLik: -418.91  diff: 1.9e-08      
1957 iterations  logLik: -418.91  diff: 1.9e-08      
1958 iterations  logLik: -418.91  diff: 1.8e-08      
1959 iterations  logLik: -418.91  diff: 1.8e-08      
1960 iterations  logLik: -418.91  diff: 1.8e-08      
1961 iterations  logLik: -418.91  diff: 1.8e-08      
1962 iterations  logLik: -418.91  diff: 1.8e-08      
1963 iterations  logLik: -418.91  diff: 1.8e-08      
1964 iterations  logLik: -418.91  diff: 1.8e-08      
1965 iterations  logLik: -418.91  diff: 1.8e-08      
1966 iterations  logLik: -418.91  diff: 1.8e-08      
1967 iterations  logLik: -418.91  diff: 1.8e-08      
1968 iterations  logLik: -418.91  diff: 1.8e-08      
1969 iterations  logLik: -418.91  diff: 1.8e-08      
1970 iterations  logLik: -418.91  diff: 1.8e-08      
1971 iterations  logLik: -418.91  diff: 1.8e-08      
1972 iterations  logLik: -418.91  diff: 1.8e-08      
1973 iterations  logLik: -418.91  diff: 1.8e-08      
1974 iterations  logLik: -418.91  diff: 1.8e-08      
1975 iterations  logLik: -418.91  diff: 1.7e-08      
1976 iterations  logLik: -418.91  diff: 1.7e-08      
1977 iterations  logLik: -418.91  diff: 1.7e-08      
1978 iterations  logLik: -418.91  diff: 1.7e-08      
1979 iterations  logLik: -418.91  diff: 1.7e-08      
1980 iterations  logLik: -418.91  diff: 1.7e-08      
1981 iterations  logLik: -418.91  diff: 1.7e-08      
1982 iterations  logLik: -418.91  diff: 1.7e-08      
1983 iterations  logLik: -418.91  diff: 1.7e-08      
1984 iterations  logLik: -418.91  diff: 1.7e-08      
1985 iterations  logLik: -418.91  diff: 1.7e-08      
1986 iterations  logLik: -418.91  diff: 1.7e-08      
1987 iterations  logLik: -418.91  diff: 1.7e-08      
1988 iterations  logLik: -418.91  diff: 1.7e-08      
1989 iterations  logLik: -418.91  diff: 1.7e-08      
1990 iterations  logLik: -418.91  diff: 1.7e-08      
1991 iterations  logLik: -418.91  diff: 1.7e-08      
1992 iterations  logLik: -418.91  diff: 1.7e-08      
1993 iterations  logLik: -418.91  diff: 1.7e-08      
1994 iterations  logLik: -418.91  diff: 1.6e-08      
1995 iterations  logLik: -418.91  diff: 1.6e-08      
1996 iterations  logLik: -418.91  diff: 1.6e-08      
1997 iterations  logLik: -418.91  diff: 1.6e-08      
1998 iterations  logLik: -418.91  diff: 1.6e-08      
1999 iterations  logLik: -418.91  diff: 1.6e-08      
2000 iterations  logLik: -418.91  diff: 1.6e-08      

#> 2001 iterations  logLik: -418.91  diff: 1.6e-08      
2002 iterations  logLik: -418.91  diff: 1.6e-08      
2003 iterations  logLik: -418.91  diff: 1.6e-08      
2004 iterations  logLik: -418.91  diff: 1.6e-08      
2005 iterations  logLik: -418.91  diff: 1.6e-08      
2006 iterations  logLik: -418.91  diff: 1.6e-08      
2007 iterations  logLik: -418.91  diff: 1.6e-08      
2008 iterations  logLik: -418.91  diff: 1.6e-08      
2009 iterations  logLik: -418.91  diff: 1.6e-08      
2010 iterations  logLik: -418.91  diff: 1.6e-08      
2011 iterations  logLik: -418.91  diff: 1.6e-08      
2012 iterations  logLik: -418.91  diff: 1.6e-08      
2013 iterations  logLik: -418.91  diff: 1.5e-08      
2014 iterations  logLik: -418.91  diff: 1.5e-08      
2015 iterations  logLik: -418.91  diff: 1.5e-08      
2016 iterations  logLik: -418.91  diff: 1.5e-08      
2017 iterations  logLik: -418.91  diff: 1.5e-08      
2018 iterations  logLik: -418.91  diff: 1.5e-08      
2019 iterations  logLik: -418.91  diff: 1.5e-08      
2020 iterations  logLik: -418.91  diff: 1.5e-08      
2021 iterations  logLik: -418.91  diff: 1.5e-08      
2022 iterations  logLik: -418.91  diff: 1.5e-08      
2023 iterations  logLik: -418.91  diff: 1.5e-08      
2024 iterations  logLik: -418.91  diff: 1.5e-08      
2025 iterations  logLik: -418.91  diff: 1.5e-08      
2026 iterations  logLik: -418.91  diff: 1.5e-08      
2027 iterations  logLik: -418.91  diff: 1.5e-08      
2028 iterations  logLik: -418.91  diff: 1.5e-08      
2029 iterations  logLik: -418.91  diff: 1.5e-08      
2030 iterations  logLik: -418.91  diff: 1.5e-08      
2031 iterations  logLik: -418.91  diff: 1.5e-08      
2032 iterations  logLik: -418.91  diff: 1.5e-08      
2033 iterations  logLik: -418.91  diff: 1.5e-08      
2034 iterations  logLik: -418.91  diff: 1.4e-08      
2035 iterations  logLik: -418.91  diff: 1.4e-08      
2036 iterations  logLik: -418.91  diff: 1.4e-08      
2037 iterations  logLik: -418.91  diff: 1.4e-08      
2038 iterations  logLik: -418.91  diff: 1.4e-08      
2039 iterations  logLik: -418.91  diff: 1.4e-08      
2040 iterations  logLik: -418.91  diff: 1.4e-08      
2041 iterations  logLik: -418.91  diff: 1.4e-08      
2042 iterations  logLik: -418.91  diff: 1.4e-08      
2043 iterations  logLik: -418.91  diff: 1.4e-08      
2044 iterations  logLik: -418.91  diff: 1.4e-08      
2045 iterations  logLik: -418.91  diff: 1.4e-08      
2046 iterations  logLik: -418.91  diff: 1.4e-08      
2047 iterations  logLik: -418.91  diff: 1.4e-08      
2048 iterations  logLik: -418.91  diff: 1.4e-08      
2049 iterations  logLik: -418.91  diff: 1.4e-08      
2050 iterations  logLik: -418.91  diff: 1.4e-08      
2051 iterations  logLik: -418.91  diff: 1.4e-08      
2052 iterations  logLik: -418.91  diff: 1.4e-08      
2053 iterations  logLik: -418.91  diff: 1.4e-08      
2054 iterations  logLik: -418.91  diff: 1.4e-08      
2055 iterations  logLik: -418.91  diff: 1.4e-08      
2056 iterations  logLik: -418.91  diff: 1.4e-08      
2057 iterations  logLik: -418.91  diff: 1.3e-08      
2058 iterations  logLik: -418.91  diff: 1.3e-08      
2059 iterations  logLik: -418.91  diff: 1.3e-08      
2060 iterations  logLik: -418.91  diff: 1.3e-08      
2061 iterations  logLik: -418.91  diff: 1.3e-08      
2062 iterations  logLik: -418.91  diff: 1.3e-08      
2063 iterations  logLik: -418.91  diff: 1.3e-08      
2064 iterations  logLik: -418.91  diff: 1.3e-08      
2065 iterations  logLik: -418.91  diff: 1.3e-08      
2066 iterations  logLik: -418.91  diff: 1.3e-08      
2067 iterations  logLik: -418.91  diff: 1.3e-08      
2068 iterations  logLik: -418.91  diff: 1.3e-08      
2069 iterations  logLik: -418.91  diff: 1.3e-08      
2070 iterations  logLik: -418.91  diff: 1.3e-08      
2071 iterations  logLik: -418.91  diff: 1.3e-08      
2072 iterations  logLik: -418.91  diff: 1.3e-08      
2073 iterations  logLik: -418.91  diff: 1.3e-08      
2074 iterations  logLik: -418.91  diff: 1.3e-08      
2075 iterations  logLik: -418.91  diff: 1.3e-08      
2076 iterations  logLik: -418.91  diff: 1.3e-08      
2077 iterations  logLik: -418.91  diff: 1.3e-08      
2078 iterations  logLik: -418.91  diff: 1.3e-08      
2079 iterations  logLik: -418.91  diff: 1.3e-08      
2080 iterations  logLik: -418.91  diff: 1.3e-08      
2081 iterations  logLik: -418.91  diff: 1.3e-08      
2082 iterations  logLik: -418.91  diff: 1.2e-08      
2083 iterations  logLik: -418.91  diff: 1.2e-08      
2084 iterations  logLik: -418.91  diff: 1.2e-08      
2085 iterations  logLik: -418.91  diff: 1.2e-08      
2086 iterations  logLik: -418.91  diff: 1.2e-08      
2087 iterations  logLik: -418.91  diff: 1.2e-08      
2088 iterations  logLik: -418.91  diff: 1.2e-08      
2089 iterations  logLik: -418.91  diff: 1.2e-08      
2090 iterations  logLik: -418.91  diff: 1.2e-08      
2091 iterations  logLik: -418.91  diff: 1.2e-08      
2092 iterations  logLik: -418.91  diff: 1.2e-08      
2093 iterations  logLik: -418.91  diff: 1.2e-08      
2094 iterations  logLik: -418.91  diff: 1.2e-08      
2095 iterations  logLik: -418.91  diff: 1.2e-08      
2096 iterations  logLik: -418.91  diff: 1.2e-08      
2097 iterations  logLik: -418.91  diff: 1.2e-08      
2098 iterations  logLik: -418.91  diff: 1.2e-08      
2099 iterations  logLik: -418.91  diff: 1.2e-08      
2100 iterations  logLik: -418.91  diff: 1.2e-08      
2101 iterations  logLik: -418.91  diff: 1.2e-08      
2102 iterations  logLik: -418.91  diff: 1.2e-08      
2103 iterations  logLik: -418.91  diff: 1.2e-08      
2104 iterations  logLik: -418.91  diff: 1.2e-08      
2105 iterations  logLik: -418.91  diff: 1.2e-08      
2106 iterations  logLik: -418.91  diff: 1.2e-08      
2107 iterations  logLik: -418.91  diff: 1.2e-08      
2108 iterations  logLik: -418.91  diff: 1.2e-08      
2109 iterations  logLik: -418.91  diff: 1.1e-08      
2110 iterations  logLik: -418.91  diff: 1.1e-08      
2111 iterations  logLik: -418.91  diff: 1.1e-08      
2112 iterations  logLik: -418.91  diff: 1.1e-08      
2113 iterations  logLik: -418.91  diff: 1.1e-08      
2114 iterations  logLik: -418.91  diff: 1.1e-08      
2115 iterations  logLik: -418.91  diff: 1.1e-08      
2116 iterations  logLik: -418.91  diff: 1.1e-08      
2117 iterations  logLik: -418.91  diff: 1.1e-08      
2118 iterations  logLik: -418.91  diff: 1.1e-08      
2119 iterations  logLik: -418.91  diff: 1.1e-08      
2120 iterations  logLik: -418.91  diff: 1.1e-08      
2121 iterations  logLik: -418.91  diff: 1.1e-08      
2122 iterations  logLik: -418.91  diff: 1.1e-08      
2123 iterations  logLik: -418.91  diff: 1.1e-08      
2124 iterations  logLik: -418.91  diff: 1.1e-08      
2125 iterations  logLik: -418.91  diff: 1.1e-08      
2126 iterations  logLik: -418.91  diff: 1.1e-08      
2127 iterations  logLik: -418.91  diff: 1.1e-08      
2128 iterations  logLik: -418.91  diff: 1.1e-08      
2129 iterations  logLik: -418.91  diff: 1.1e-08      
2130 iterations  logLik: -418.91  diff: 1.1e-08      
2131 iterations  logLik: -418.91  diff: 1.1e-08      
2132 iterations  logLik: -418.91  diff: 1.1e-08      
2133 iterations  logLik: -418.91  diff: 1.1e-08      
2134 iterations  logLik: -418.91  diff: 1.1e-08      
2135 iterations  logLik: -418.91  diff: 1.1e-08      
2136 iterations  logLik: -418.91  diff: 1.1e-08      
2137 iterations  logLik: -418.91  diff: 1.1e-08      
2138 iterations  logLik: -418.91  diff: 1.0e-08      
2139 iterations  logLik: -418.91  diff: 1.0e-08      
2140 iterations  logLik: -418.91  diff: 1.0e-08      
2141 iterations  logLik: -418.91  diff: 1.0e-08      
2142 iterations  logLik: -418.91  diff: 1.0e-08      
2143 iterations  logLik: -418.91  diff: 1.0e-08      
2144 iterations  logLik: -418.91  diff: 1.0e-08      
2145 iterations  logLik: -418.91  diff: 1.0e-08      
2146 iterations  logLik: -418.91  diff: 1.0e-08      
2147 iterations  logLik: -418.91  diff: 1.0e-08      
2148 iterations  logLik: -418.91  diff: 1.0e-08      
2149 iterations  logLik: -418.91  diff: 1.0e-08      
2150 iterations  logLik: -418.91  diff: 1.0e-08      
2151 iterations  logLik: -418.91  diff: 1.0e-08      
2152 iterations  logLik: -418.91  diff: 1.0e-08      
2153 iterations  logLik: -418.91  diff: 1.0e-08      
2154 iterations  logLik: -418.91  diff: 1.0e-08      

#> .. done. 
#> nlm iteration begin.
#> .. done.
#> Structural Latent Variable Model
#> 
#> Latent variables (Root*):           
#>  Label: lc*
#> nclass: 3  
#> 
#> Measurement model:                            
#>  lc -> { y1, y2, y3, y4 }  a
#> 
#> LogLik: -418.9054

# Parameter restriction
mf <- estimate(m, dt$response)
param(mf, index = TRUE)
#> PI :
#> (lc)
#>   class
#>              1           2           3
#>     0.2611 (1)  0.3788 (2)  0.3601 (3)
#> 
#> RHO :
#> (a)
#>         class
#> response            1            2            3
#>    1(V1)   0.8040 (4)  0.0330 (12)  0.8679 (20)
#>    2       0.1960 (5)  0.9670 (13)  0.1321 (21)
#>    1(V2)   0.8522 (6)  0.0000 (14)  0.9233 (22)
#>    2       0.1478 (7)  1.0000 (15)  0.0767 (23)
#>    1(V3)   0.0896 (8)  0.1054 (16)  0.8101 (24)
#>    2       0.9104 (9)  0.8946 (17)  0.1899 (25)
#>    1(V4)  0.0000 (10)  0.0802 (18)  0.8738 (26)
#>    2      1.0000 (11)  0.9198 (19)  0.1262 (27)
#> 
#>    V1 V2 V3 V4
#> lc y1 y2 y3 y4
mf0 <- estimate(mf, fix2zero = c(4, 6, 8, 10))
param(mf0)
#> PI :
#> (lc)
#>   class
#>          1       2       3
#>     0.0000  0.4474  0.5526
#> 
#> RHO :
#> (a)
#>         class
#> response       1       2       3
#>    1(V1)  0.0000  0.0968  0.8898
#>    2      1.0000  0.9032  0.1102
#>    1(V2)  0.0000  0.0856  0.9351
#>    2      1.0000  0.9144  0.0649
#>    1(V3)  0.0000  0.0970  0.5638
#>    2      1.0000  0.9030  0.4362
#>    1(V4)  0.0000  0.0711  0.5667
#>    2      1.0000  0.9289  0.4333
#> 
#>    V1 V2 V3 V4
#> lc y1 y2 y3 y4

# Estimation control
estimate(m, dt$response, control = slcaControl(nrep = 3, verbose = TRUE))
#> Inital parameter test: 
#> 1 / 3  logLik: -418.9081 
#> 2 / 3  logLik: -418.9064 
#> 3 / 3  logLik: -418.9062 
#> 
#> 3th parameter set has been selected.
#> 
#> EM iteration begin.
#> 1 iterations  logLik: -418.91  diff: inf      
2 iterations  logLik: -418.91  diff: 6.2e-06      
3 iterations  logLik: -418.91  diff: 6.2e-06      
4 iterations  logLik: -418.91  diff: 6.1e-06      
5 iterations  logLik: -418.91  diff: 6.1e-06      
6 iterations  logLik: -418.91  diff: 6.0e-06      
7 iterations  logLik: -418.91  diff: 5.9e-06      
8 iterations  logLik: -418.91  diff: 5.9e-06      
9 iterations  logLik: -418.91  diff: 5.8e-06      
10 iterations  logLik: -418.91  diff: 5.7e-06      
11 iterations  logLik: -418.91  diff: 5.7e-06      
12 iterations  logLik: -418.91  diff: 5.6e-06      
13 iterations  logLik: -418.91  diff: 5.6e-06      
14 iterations  logLik: -418.91  diff: 5.5e-06      
15 iterations  logLik: -418.91  diff: 5.5e-06      
16 iterations  logLik: -418.91  diff: 5.4e-06      
17 iterations  logLik: -418.91  diff: 5.4e-06      
18 iterations  logLik: -418.91  diff: 5.3e-06      
19 iterations  logLik: -418.91  diff: 5.2e-06      
20 iterations  logLik: -418.91  diff: 5.2e-06      
21 iterations  logLik: -418.91  diff: 5.1e-06      
22 iterations  logLik: -418.91  diff: 5.1e-06      
23 iterations  logLik: -418.91  diff: 5.0e-06      
24 iterations  logLik: -418.91  diff: 5.0e-06      
25 iterations  logLik: -418.91  diff: 4.9e-06      
26 iterations  logLik: -418.91  diff: 4.9e-06      
27 iterations  logLik: -418.91  diff: 4.8e-06      
28 iterations  logLik: -418.91  diff: 4.8e-06      
29 iterations  logLik: -418.91  diff: 4.7e-06      
30 iterations  logLik: -418.91  diff: 4.7e-06      
31 iterations  logLik: -418.91  diff: 4.6e-06      
32 iterations  logLik: -418.91  diff: 4.6e-06      
33 iterations  logLik: -418.91  diff: 4.6e-06      
34 iterations  logLik: -418.91  diff: 4.5e-06      
35 iterations  logLik: -418.91  diff: 4.5e-06      
36 iterations  logLik: -418.91  diff: 4.4e-06      
37 iterations  logLik: -418.91  diff: 4.4e-06      
38 iterations  logLik: -418.91  diff: 4.3e-06      
39 iterations  logLik: -418.91  diff: 4.3e-06      
40 iterations  logLik: -418.91  diff: 4.2e-06      
41 iterations  logLik: -418.91  diff: 4.2e-06      
42 iterations  logLik: -418.91  diff: 4.2e-06      
43 iterations  logLik: -418.91  diff: 4.1e-06      
44 iterations  logLik: -418.91  diff: 4.1e-06      
45 iterations  logLik: -418.91  diff: 4.0e-06      
46 iterations  logLik: -418.91  diff: 4.0e-06      
47 iterations  logLik: -418.91  diff: 4.0e-06      
48 iterations  logLik: -418.91  diff: 3.9e-06      
49 iterations  logLik: -418.91  diff: 3.9e-06      
50 iterations  logLik: -418.91  diff: 3.8e-06      
51 iterations  logLik: -418.91  diff: 3.8e-06      
52 iterations  logLik: -418.91  diff: 3.8e-06      
53 iterations  logLik: -418.91  diff: 3.7e-06      
54 iterations  logLik: -418.91  diff: 3.7e-06      
55 iterations  logLik: -418.91  diff: 3.7e-06      
56 iterations  logLik: -418.91  diff: 3.6e-06      
57 iterations  logLik: -418.91  diff: 3.6e-06      
58 iterations  logLik: -418.91  diff: 3.6e-06      
59 iterations  logLik: -418.91  diff: 3.5e-06      
60 iterations  logLik: -418.91  diff: 3.5e-06      
61 iterations  logLik: -418.91  diff: 3.5e-06      
62 iterations  logLik: -418.91  diff: 3.4e-06      
63 iterations  logLik: -418.91  diff: 3.4e-06      
64 iterations  logLik: -418.91  diff: 3.4e-06      
65 iterations  logLik: -418.91  diff: 3.3e-06      
66 iterations  logLik: -418.91  diff: 3.3e-06      
67 iterations  logLik: -418.91  diff: 3.3e-06      
68 iterations  logLik: -418.91  diff: 3.2e-06      
69 iterations  logLik: -418.91  diff: 3.2e-06      
70 iterations  logLik: -418.91  diff: 3.2e-06      
71 iterations  logLik: -418.91  diff: 3.1e-06      
72 iterations  logLik: -418.91  diff: 3.1e-06      
73 iterations  logLik: -418.91  diff: 3.1e-06      
74 iterations  logLik: -418.91  diff: 3.0e-06      
75 iterations  logLik: -418.91  diff: 3.0e-06      
76 iterations  logLik: -418.91  diff: 3.0e-06      
77 iterations  logLik: -418.91  diff: 3.0e-06      
78 iterations  logLik: -418.91  diff: 2.9e-06      
79 iterations  logLik: -418.91  diff: 2.9e-06      
80 iterations  logLik: -418.91  diff: 2.9e-06      
81 iterations  logLik: -418.91  diff: 2.8e-06      
82 iterations  logLik: -418.91  diff: 2.8e-06      
83 iterations  logLik: -418.91  diff: 2.8e-06      
84 iterations  logLik: -418.91  diff: 2.8e-06      
85 iterations  logLik: -418.91  diff: 2.7e-06      
86 iterations  logLik: -418.91  diff: 2.7e-06      
87 iterations  logLik: -418.91  diff: 2.7e-06      
88 iterations  logLik: -418.91  diff: 2.7e-06      
89 iterations  logLik: -418.91  diff: 2.6e-06      
90 iterations  logLik: -418.91  diff: 2.6e-06      
91 iterations  logLik: -418.91  diff: 2.6e-06      
92 iterations  logLik: -418.91  diff: 2.6e-06      
93 iterations  logLik: -418.91  diff: 2.5e-06      
94 iterations  logLik: -418.91  diff: 2.5e-06      
95 iterations  logLik: -418.91  diff: 2.5e-06      
96 iterations  logLik: -418.91  diff: 2.5e-06      
97 iterations  logLik: -418.91  diff: 2.5e-06      
98 iterations  logLik: -418.91  diff: 2.4e-06      
99 iterations  logLik: -418.91  diff: 2.4e-06      
100 iterations  logLik: -418.91  diff: 2.4e-06      
101 iterations  logLik: -418.91  diff: 2.4e-06      
102 iterations  logLik: -418.91  diff: 2.3e-06      
103 iterations  logLik: -418.91  diff: 2.3e-06      
104 iterations  logLik: -418.91  diff: 2.3e-06      
105 iterations  logLik: -418.91  diff: 2.3e-06      
106 iterations  logLik: -418.91  diff: 2.3e-06      
107 iterations  logLik: -418.91  diff: 2.2e-06      
108 iterations  logLik: -418.91  diff: 2.2e-06      
109 iterations  logLik: -418.91  diff: 2.2e-06      
110 iterations  logLik: -418.91  diff: 2.2e-06      
111 iterations  logLik: -418.91  diff: 2.2e-06      
112 iterations  logLik: -418.91  diff: 2.1e-06      
113 iterations  logLik: -418.91  diff: 2.1e-06      
114 iterations  logLik: -418.91  diff: 2.1e-06      
115 iterations  logLik: -418.91  diff: 2.1e-06      
116 iterations  logLik: -418.91  diff: 2.1e-06      
117 iterations  logLik: -418.91  diff: 2.0e-06      
118 iterations  logLik: -418.91  diff: 2.0e-06      
119 iterations  logLik: -418.91  diff: 2.0e-06      
120 iterations  logLik: -418.91  diff: 2.0e-06      
121 iterations  logLik: -418.91  diff: 2.0e-06      
122 iterations  logLik: -418.91  diff: 2.0e-06      
123 iterations  logLik: -418.91  diff: 1.9e-06      
124 iterations  logLik: -418.91  diff: 1.9e-06      
125 iterations  logLik: -418.91  diff: 1.9e-06      
126 iterations  logLik: -418.91  diff: 1.9e-06      
127 iterations  logLik: -418.91  diff: 1.9e-06      
128 iterations  logLik: -418.91  diff: 1.9e-06      
129 iterations  logLik: -418.91  diff: 1.8e-06      
130 iterations  logLik: -418.91  diff: 1.8e-06      
131 iterations  logLik: -418.91  diff: 1.8e-06      
132 iterations  logLik: -418.91  diff: 1.8e-06      
133 iterations  logLik: -418.91  diff: 1.8e-06      
134 iterations  logLik: -418.91  diff: 1.8e-06      
135 iterations  logLik: -418.91  diff: 1.7e-06      
136 iterations  logLik: -418.91  diff: 1.7e-06      
137 iterations  logLik: -418.91  diff: 1.7e-06      
138 iterations  logLik: -418.91  diff: 1.7e-06      
139 iterations  logLik: -418.91  diff: 1.7e-06      
140 iterations  logLik: -418.91  diff: 1.7e-06      
141 iterations  logLik: -418.91  diff: 1.7e-06      
142 iterations  logLik: -418.91  diff: 1.6e-06      
143 iterations  logLik: -418.91  diff: 1.6e-06      
144 iterations  logLik: -418.91  diff: 1.6e-06      
145 iterations  logLik: -418.91  diff: 1.6e-06      
146 iterations  logLik: -418.91  diff: 1.6e-06      
147 iterations  logLik: -418.91  diff: 1.6e-06      
148 iterations  logLik: -418.91  diff: 1.6e-06      
149 iterations  logLik: -418.91  diff: 1.6e-06      
150 iterations  logLik: -418.91  diff: 1.5e-06      
151 iterations  logLik: -418.91  diff: 1.5e-06      
152 iterations  logLik: -418.91  diff: 1.5e-06      
153 iterations  logLik: -418.91  diff: 1.5e-06      
154 iterations  logLik: -418.91  diff: 1.5e-06      
155 iterations  logLik: -418.91  diff: 1.5e-06      
156 iterations  logLik: -418.91  diff: 1.5e-06      
157 iterations  logLik: -418.91  diff: 1.5e-06      
158 iterations  logLik: -418.91  diff: 1.4e-06      
159 iterations  logLik: -418.91  diff: 1.4e-06      
160 iterations  logLik: -418.91  diff: 1.4e-06      
161 iterations  logLik: -418.91  diff: 1.4e-06      
162 iterations  logLik: -418.91  diff: 1.4e-06      
163 iterations  logLik: -418.91  diff: 1.4e-06      
164 iterations  logLik: -418.91  diff: 1.4e-06      
165 iterations  logLik: -418.91  diff: 1.4e-06      
166 iterations  logLik: -418.91  diff: 1.3e-06      
167 iterations  logLik: -418.91  diff: 1.3e-06      
168 iterations  logLik: -418.91  diff: 1.3e-06      
169 iterations  logLik: -418.91  diff: 1.3e-06      
170 iterations  logLik: -418.91  diff: 1.3e-06      
171 iterations  logLik: -418.91  diff: 1.3e-06      
172 iterations  logLik: -418.91  diff: 1.3e-06      
173 iterations  logLik: -418.91  diff: 1.3e-06      
174 iterations  logLik: -418.91  diff: 1.3e-06      
175 iterations  logLik: -418.91  diff: 1.3e-06      
176 iterations  logLik: -418.91  diff: 1.2e-06      
177 iterations  logLik: -418.91  diff: 1.2e-06      
178 iterations  logLik: -418.91  diff: 1.2e-06      
179 iterations  logLik: -418.91  diff: 1.2e-06      
180 iterations  logLik: -418.91  diff: 1.2e-06      
181 iterations  logLik: -418.91  diff: 1.2e-06      
182 iterations  logLik: -418.91  diff: 1.2e-06      
183 iterations  logLik: -418.91  diff: 1.2e-06      
184 iterations  logLik: -418.91  diff: 1.2e-06      
185 iterations  logLik: -418.91  diff: 1.2e-06      
186 iterations  logLik: -418.91  diff: 1.1e-06      
187 iterations  logLik: -418.91  diff: 1.1e-06      
188 iterations  logLik: -418.91  diff: 1.1e-06      
189 iterations  logLik: -418.91  diff: 1.1e-06      
190 iterations  logLik: -418.91  diff: 1.1e-06      
191 iterations  logLik: -418.91  diff: 1.1e-06      
192 iterations  logLik: -418.91  diff: 1.1e-06      
193 iterations  logLik: -418.91  diff: 1.1e-06      
194 iterations  logLik: -418.91  diff: 1.1e-06      
195 iterations  logLik: -418.91  diff: 1.1e-06      
196 iterations  logLik: -418.91  diff: 1.1e-06      
197 iterations  logLik: -418.91  diff: 1.1e-06      
198 iterations  logLik: -418.91  diff: 1.0e-06      
199 iterations  logLik: -418.91  diff: 1.0e-06      
200 iterations  logLik: -418.91  diff: 1.0e-06      
201 iterations  logLik: -418.91  diff: 1.0e-06      
202 iterations  logLik: -418.91  diff: 1.0e-06      
203 iterations  logLik: -418.91  diff: 1.0e-06      
204 iterations  logLik: -418.91  diff: 1.0e-06      
205 iterations  logLik: -418.91  diff: 9.9e-07      
206 iterations  logLik: -418.91  diff: 9.8e-07      
207 iterations  logLik: -418.91  diff: 9.8e-07      
208 iterations  logLik: -418.91  diff: 9.7e-07      
209 iterations  logLik: -418.91  diff: 9.6e-07      
210 iterations  logLik: -418.91  diff: 9.6e-07      
211 iterations  logLik: -418.91  diff: 9.5e-07      
212 iterations  logLik: -418.91  diff: 9.4e-07      
213 iterations  logLik: -418.91  diff: 9.3e-07      
214 iterations  logLik: -418.91  diff: 9.3e-07      
215 iterations  logLik: -418.91  diff: 9.2e-07      
216 iterations  logLik: -418.91  diff: 9.1e-07      
217 iterations  logLik: -418.91  diff: 9.1e-07      
218 iterations  logLik: -418.91  diff: 9.0e-07      
219 iterations  logLik: -418.91  diff: 8.9e-07      
220 iterations  logLik: -418.91  diff: 8.9e-07      
221 iterations  logLik: -418.91  diff: 8.8e-07      
222 iterations  logLik: -418.91  diff: 8.7e-07      
223 iterations  logLik: -418.91  diff: 8.7e-07      
224 iterations  logLik: -418.91  diff: 8.6e-07      
225 iterations  logLik: -418.91  diff: 8.6e-07      
226 iterations  logLik: -418.91  diff: 8.5e-07      
227 iterations  logLik: -418.91  diff: 8.4e-07      
228 iterations  logLik: -418.91  diff: 8.4e-07      
229 iterations  logLik: -418.91  diff: 8.3e-07      
230 iterations  logLik: -418.91  diff: 8.3e-07      
231 iterations  logLik: -418.91  diff: 8.2e-07      
232 iterations  logLik: -418.91  diff: 8.1e-07      
233 iterations  logLik: -418.91  diff: 8.1e-07      
234 iterations  logLik: -418.91  diff: 8.0e-07      
235 iterations  logLik: -418.91  diff: 8.0e-07      
236 iterations  logLik: -418.91  diff: 7.9e-07      
237 iterations  logLik: -418.91  diff: 7.9e-07      
238 iterations  logLik: -418.91  diff: 7.8e-07      
239 iterations  logLik: -418.91  diff: 7.7e-07      
240 iterations  logLik: -418.91  diff: 7.7e-07      
241 iterations  logLik: -418.91  diff: 7.6e-07      
242 iterations  logLik: -418.91  diff: 7.6e-07      
243 iterations  logLik: -418.91  diff: 7.5e-07      
244 iterations  logLik: -418.91  diff: 7.5e-07      
245 iterations  logLik: -418.91  diff: 7.4e-07      
246 iterations  logLik: -418.91  diff: 7.4e-07      
247 iterations  logLik: -418.91  diff: 7.3e-07      
248 iterations  logLik: -418.91  diff: 7.3e-07      
249 iterations  logLik: -418.91  diff: 7.2e-07      
250 iterations  logLik: -418.91  diff: 7.2e-07      
251 iterations  logLik: -418.91  diff: 7.1e-07      
252 iterations  logLik: -418.91  diff: 7.1e-07      
253 iterations  logLik: -418.91  diff: 7.0e-07      
254 iterations  logLik: -418.91  diff: 7.0e-07      
255 iterations  logLik: -418.91  diff: 6.9e-07      
256 iterations  logLik: -418.91  diff: 6.9e-07      
257 iterations  logLik: -418.91  diff: 6.8e-07      
258 iterations  logLik: -418.91  diff: 6.8e-07      
259 iterations  logLik: -418.91  diff: 6.7e-07      
260 iterations  logLik: -418.91  diff: 6.7e-07      
261 iterations  logLik: -418.91  diff: 6.7e-07      
262 iterations  logLik: -418.91  diff: 6.6e-07      
263 iterations  logLik: -418.91  diff: 6.6e-07      
264 iterations  logLik: -418.91  diff: 6.5e-07      
265 iterations  logLik: -418.91  diff: 6.5e-07      
266 iterations  logLik: -418.91  diff: 6.4e-07      
267 iterations  logLik: -418.91  diff: 6.4e-07      
268 iterations  logLik: -418.91  diff: 6.3e-07      
269 iterations  logLik: -418.91  diff: 6.3e-07      
270 iterations  logLik: -418.91  diff: 6.3e-07      
271 iterations  logLik: -418.91  diff: 6.2e-07      
272 iterations  logLik: -418.91  diff: 6.2e-07      
273 iterations  logLik: -418.91  diff: 6.1e-07      
274 iterations  logLik: -418.91  diff: 6.1e-07      
275 iterations  logLik: -418.91  diff: 6.1e-07      
276 iterations  logLik: -418.91  diff: 6.0e-07      
277 iterations  logLik: -418.91  diff: 6.0e-07      
278 iterations  logLik: -418.91  diff: 5.9e-07      
279 iterations  logLik: -418.91  diff: 5.9e-07      
280 iterations  logLik: -418.91  diff: 5.9e-07      
281 iterations  logLik: -418.91  diff: 5.8e-07      
282 iterations  logLik: -418.91  diff: 5.8e-07      
283 iterations  logLik: -418.91  diff: 5.8e-07      
284 iterations  logLik: -418.91  diff: 5.7e-07      
285 iterations  logLik: -418.91  diff: 5.7e-07      
286 iterations  logLik: -418.91  diff: 5.6e-07      
287 iterations  logLik: -418.91  diff: 5.6e-07      
288 iterations  logLik: -418.91  diff: 5.6e-07      
289 iterations  logLik: -418.91  diff: 5.5e-07      
290 iterations  logLik: -418.91  diff: 5.5e-07      
291 iterations  logLik: -418.91  diff: 5.5e-07      
292 iterations  logLik: -418.91  diff: 5.4e-07      
293 iterations  logLik: -418.91  diff: 5.4e-07      
294 iterations  logLik: -418.91  diff: 5.4e-07      
295 iterations  logLik: -418.91  diff: 5.3e-07      
296 iterations  logLik: -418.91  diff: 5.3e-07      
297 iterations  logLik: -418.91  diff: 5.3e-07      
298 iterations  logLik: -418.91  diff: 5.2e-07      
299 iterations  logLik: -418.91  diff: 5.2e-07      
300 iterations  logLik: -418.91  diff: 5.2e-07      
301 iterations  logLik: -418.91  diff: 5.1e-07      
302 iterations  logLik: -418.91  diff: 5.1e-07      
303 iterations  logLik: -418.91  diff: 5.1e-07      
304 iterations  logLik: -418.91  diff: 5.0e-07      
305 iterations  logLik: -418.91  diff: 5.0e-07      
306 iterations  logLik: -418.91  diff: 5.0e-07      
307 iterations  logLik: -418.91  diff: 4.9e-07      
308 iterations  logLik: -418.91  diff: 4.9e-07      
309 iterations  logLik: -418.91  diff: 4.9e-07      
310 iterations  logLik: -418.91  diff: 4.9e-07      
311 iterations  logLik: -418.91  diff: 4.8e-07      
312 iterations  logLik: -418.91  diff: 4.8e-07      
313 iterations  logLik: -418.91  diff: 4.8e-07      
314 iterations  logLik: -418.91  diff: 4.7e-07      
315 iterations  logLik: -418.91  diff: 4.7e-07      
316 iterations  logLik: -418.91  diff: 4.7e-07      
317 iterations  logLik: -418.91  diff: 4.7e-07      
318 iterations  logLik: -418.91  diff: 4.6e-07      
319 iterations  logLik: -418.91  diff: 4.6e-07      
320 iterations  logLik: -418.91  diff: 4.6e-07      
321 iterations  logLik: -418.91  diff: 4.5e-07      
322 iterations  logLik: -418.91  diff: 4.5e-07      
323 iterations  logLik: -418.91  diff: 4.5e-07      
324 iterations  logLik: -418.91  diff: 4.5e-07      
325 iterations  logLik: -418.91  diff: 4.4e-07      
326 iterations  logLik: -418.91  diff: 4.4e-07      
327 iterations  logLik: -418.91  diff: 4.4e-07      
328 iterations  logLik: -418.91  diff: 4.4e-07      
329 iterations  logLik: -418.91  diff: 4.3e-07      
330 iterations  logLik: -418.91  diff: 4.3e-07      
331 iterations  logLik: -418.91  diff: 4.3e-07      
332 iterations  logLik: -418.91  diff: 4.3e-07      
333 iterations  logLik: -418.91  diff: 4.2e-07      
334 iterations  logLik: -418.91  diff: 4.2e-07      
335 iterations  logLik: -418.91  diff: 4.2e-07      
336 iterations  logLik: -418.91  diff: 4.2e-07      
337 iterations  logLik: -418.91  diff: 4.1e-07      
338 iterations  logLik: -418.91  diff: 4.1e-07      
339 iterations  logLik: -418.91  diff: 4.1e-07      
340 iterations  logLik: -418.91  diff: 4.1e-07      
341 iterations  logLik: -418.91  diff: 4.0e-07      
342 iterations  logLik: -418.91  diff: 4.0e-07      
343 iterations  logLik: -418.91  diff: 4.0e-07      
344 iterations  logLik: -418.91  diff: 4.0e-07      
345 iterations  logLik: -418.91  diff: 3.9e-07      
346 iterations  logLik: -418.91  diff: 3.9e-07      
347 iterations  logLik: -418.91  diff: 3.9e-07      
348 iterations  logLik: -418.91  diff: 3.9e-07      
349 iterations  logLik: -418.91  diff: 3.9e-07      
350 iterations  logLik: -418.91  diff: 3.8e-07      
351 iterations  logLik: -418.91  diff: 3.8e-07      
352 iterations  logLik: -418.91  diff: 3.8e-07      
353 iterations  logLik: -418.91  diff: 3.8e-07      
354 iterations  logLik: -418.91  diff: 3.7e-07      
355 iterations  logLik: -418.91  diff: 3.7e-07      
356 iterations  logLik: -418.91  diff: 3.7e-07      
357 iterations  logLik: -418.91  diff: 3.7e-07      
358 iterations  logLik: -418.91  diff: 3.7e-07      
359 iterations  logLik: -418.91  diff: 3.6e-07      
360 iterations  logLik: -418.91  diff: 3.6e-07      
361 iterations  logLik: -418.91  diff: 3.6e-07      
362 iterations  logLik: -418.91  diff: 3.6e-07      
363 iterations  logLik: -418.91  diff: 3.6e-07      
364 iterations  logLik: -418.91  diff: 3.5e-07      
365 iterations  logLik: -418.91  diff: 3.5e-07      
366 iterations  logLik: -418.91  diff: 3.5e-07      
367 iterations  logLik: -418.91  diff: 3.5e-07      
368 iterations  logLik: -418.91  diff: 3.5e-07      
369 iterations  logLik: -418.91  diff: 3.4e-07      
370 iterations  logLik: -418.91  diff: 3.4e-07      
371 iterations  logLik: -418.91  diff: 3.4e-07      
372 iterations  logLik: -418.91  diff: 3.4e-07      
373 iterations  logLik: -418.91  diff: 3.4e-07      
374 iterations  logLik: -418.91  diff: 3.4e-07      
375 iterations  logLik: -418.91  diff: 3.3e-07      
376 iterations  logLik: -418.91  diff: 3.3e-07      
377 iterations  logLik: -418.91  diff: 3.3e-07      
378 iterations  logLik: -418.91  diff: 3.3e-07      
379 iterations  logLik: -418.91  diff: 3.3e-07      
380 iterations  logLik: -418.91  diff: 3.2e-07      
381 iterations  logLik: -418.91  diff: 3.2e-07      
382 iterations  logLik: -418.91  diff: 3.2e-07      
383 iterations  logLik: -418.91  diff: 3.2e-07      
384 iterations  logLik: -418.91  diff: 3.2e-07      
385 iterations  logLik: -418.91  diff: 3.2e-07      
386 iterations  logLik: -418.91  diff: 3.1e-07      
387 iterations  logLik: -418.91  diff: 3.1e-07      
388 iterations  logLik: -418.91  diff: 3.1e-07      
389 iterations  logLik: -418.91  diff: 3.1e-07      
390 iterations  logLik: -418.91  diff: 3.1e-07      
391 iterations  logLik: -418.91  diff: 3.1e-07      
392 iterations  logLik: -418.91  diff: 3.0e-07      
393 iterations  logLik: -418.91  diff: 3.0e-07      
394 iterations  logLik: -418.91  diff: 3.0e-07      
395 iterations  logLik: -418.91  diff: 3.0e-07      
396 iterations  logLik: -418.91  diff: 3.0e-07      
397 iterations  logLik: -418.91  diff: 3.0e-07      
398 iterations  logLik: -418.91  diff: 2.9e-07      
399 iterations  logLik: -418.91  diff: 2.9e-07      
400 iterations  logLik: -418.91  diff: 2.9e-07      
401 iterations  logLik: -418.91  diff: 2.9e-07      
402 iterations  logLik: -418.91  diff: 2.9e-07      
403 iterations  logLik: -418.91  diff: 2.9e-07      
404 iterations  logLik: -418.91  diff: 2.9e-07      
405 iterations  logLik: -418.91  diff: 2.8e-07      
406 iterations  logLik: -418.91  diff: 2.8e-07      
407 iterations  logLik: -418.91  diff: 2.8e-07      
408 iterations  logLik: -418.91  diff: 2.8e-07      
409 iterations  logLik: -418.91  diff: 2.8e-07      
410 iterations  logLik: -418.91  diff: 2.8e-07      
411 iterations  logLik: -418.91  diff: 2.8e-07      
412 iterations  logLik: -418.91  diff: 2.7e-07      
413 iterations  logLik: -418.91  diff: 2.7e-07      
414 iterations  logLik: -418.91  diff: 2.7e-07      
415 iterations  logLik: -418.91  diff: 2.7e-07      
416 iterations  logLik: -418.91  diff: 2.7e-07      
417 iterations  logLik: -418.91  diff: 2.7e-07      
418 iterations  logLik: -418.91  diff: 2.7e-07      
419 iterations  logLik: -418.91  diff: 2.6e-07      
420 iterations  logLik: -418.91  diff: 2.6e-07      
421 iterations  logLik: -418.91  diff: 2.6e-07      
422 iterations  logLik: -418.91  diff: 2.6e-07      
423 iterations  logLik: -418.91  diff: 2.6e-07      
424 iterations  logLik: -418.91  diff: 2.6e-07      
425 iterations  logLik: -418.91  diff: 2.6e-07      
426 iterations  logLik: -418.91  diff: 2.5e-07      
427 iterations  logLik: -418.91  diff: 2.5e-07      
428 iterations  logLik: -418.91  diff: 2.5e-07      
429 iterations  logLik: -418.91  diff: 2.5e-07      
430 iterations  logLik: -418.91  diff: 2.5e-07      
431 iterations  logLik: -418.91  diff: 2.5e-07      
432 iterations  logLik: -418.91  diff: 2.5e-07      
433 iterations  logLik: -418.91  diff: 2.5e-07      
434 iterations  logLik: -418.91  diff: 2.4e-07      
435 iterations  logLik: -418.91  diff: 2.4e-07      
436 iterations  logLik: -418.91  diff: 2.4e-07      
437 iterations  logLik: -418.91  diff: 2.4e-07      
438 iterations  logLik: -418.91  diff: 2.4e-07      
439 iterations  logLik: -418.91  diff: 2.4e-07      
440 iterations  logLik: -418.91  diff: 2.4e-07      
441 iterations  logLik: -418.91  diff: 2.4e-07      
442 iterations  logLik: -418.91  diff: 2.4e-07      
443 iterations  logLik: -418.91  diff: 2.3e-07      
444 iterations  logLik: -418.91  diff: 2.3e-07      
445 iterations  logLik: -418.91  diff: 2.3e-07      
446 iterations  logLik: -418.91  diff: 2.3e-07      
447 iterations  logLik: -418.91  diff: 2.3e-07      
448 iterations  logLik: -418.91  diff: 2.3e-07      
449 iterations  logLik: -418.91  diff: 2.3e-07      
450 iterations  logLik: -418.91  diff: 2.3e-07      
451 iterations  logLik: -418.91  diff: 2.2e-07      
452 iterations  logLik: -418.91  diff: 2.2e-07      
453 iterations  logLik: -418.91  diff: 2.2e-07      
454 iterations  logLik: -418.91  diff: 2.2e-07      
455 iterations  logLik: -418.91  diff: 2.2e-07      
456 iterations  logLik: -418.91  diff: 2.2e-07      
457 iterations  logLik: -418.91  diff: 2.2e-07      
458 iterations  logLik: -418.91  diff: 2.2e-07      
459 iterations  logLik: -418.91  diff: 2.2e-07      
460 iterations  logLik: -418.91  diff: 2.2e-07      
461 iterations  logLik: -418.91  diff: 2.1e-07      
462 iterations  logLik: -418.91  diff: 2.1e-07      
463 iterations  logLik: -418.91  diff: 2.1e-07      
464 iterations  logLik: -418.91  diff: 2.1e-07      
465 iterations  logLik: -418.91  diff: 2.1e-07      
466 iterations  logLik: -418.91  diff: 2.1e-07      
467 iterations  logLik: -418.91  diff: 2.1e-07      
468 iterations  logLik: -418.91  diff: 2.1e-07      
469 iterations  logLik: -418.91  diff: 2.1e-07      
470 iterations  logLik: -418.91  diff: 2.1e-07      
471 iterations  logLik: -418.91  diff: 2.0e-07      
472 iterations  logLik: -418.91  diff: 2.0e-07      
473 iterations  logLik: -418.91  diff: 2.0e-07      
474 iterations  logLik: -418.91  diff: 2.0e-07      
475 iterations  logLik: -418.91  diff: 2.0e-07      
476 iterations  logLik: -418.91  diff: 2.0e-07      
477 iterations  logLik: -418.91  diff: 2.0e-07      
478 iterations  logLik: -418.91  diff: 2.0e-07      
479 iterations  logLik: -418.91  diff: 2.0e-07      
480 iterations  logLik: -418.91  diff: 2.0e-07      
481 iterations  logLik: -418.91  diff: 1.9e-07      
482 iterations  logLik: -418.91  diff: 1.9e-07      
483 iterations  logLik: -418.91  diff: 1.9e-07      
484 iterations  logLik: -418.91  diff: 1.9e-07      
485 iterations  logLik: -418.91  diff: 1.9e-07      
486 iterations  logLik: -418.91  diff: 1.9e-07      
487 iterations  logLik: -418.91  diff: 1.9e-07      
488 iterations  logLik: -418.91  diff: 1.9e-07      
489 iterations  logLik: -418.91  diff: 1.9e-07      
490 iterations  logLik: -418.91  diff: 1.9e-07      
491 iterations  logLik: -418.91  diff: 1.9e-07      
492 iterations  logLik: -418.91  diff: 1.8e-07      
493 iterations  logLik: -418.91  diff: 1.8e-07      
494 iterations  logLik: -418.91  diff: 1.8e-07      
495 iterations  logLik: -418.91  diff: 1.8e-07      
496 iterations  logLik: -418.91  diff: 1.8e-07      
497 iterations  logLik: -418.91  diff: 1.8e-07      
498 iterations  logLik: -418.91  diff: 1.8e-07      
499 iterations  logLik: -418.91  diff: 1.8e-07      
500 iterations  logLik: -418.91  diff: 1.8e-07      
501 iterations  logLik: -418.91  diff: 1.8e-07      
502 iterations  logLik: -418.91  diff: 1.8e-07      
503 iterations  logLik: -418.91  diff: 1.8e-07      
504 iterations  logLik: -418.91  diff: 1.7e-07      
505 iterations  logLik: -418.91  diff: 1.7e-07      
506 iterations  logLik: -418.91  diff: 1.7e-07      
507 iterations  logLik: -418.91  diff: 1.7e-07      
508 iterations  logLik: -418.91  diff: 1.7e-07      
509 iterations  logLik: -418.91  diff: 1.7e-07      
510 iterations  logLik: -418.91  diff: 1.7e-07      
511 iterations  logLik: -418.91  diff: 1.7e-07      
512 iterations  logLik: -418.91  diff: 1.7e-07      
513 iterations  logLik: -418.91  diff: 1.7e-07      
514 iterations  logLik: -418.91  diff: 1.7e-07      
515 iterations  logLik: -418.91  diff: 1.7e-07      
516 iterations  logLik: -418.91  diff: 1.7e-07      
517 iterations  logLik: -418.91  diff: 1.6e-07      
518 iterations  logLik: -418.91  diff: 1.6e-07      
519 iterations  logLik: -418.91  diff: 1.6e-07      
520 iterations  logLik: -418.91  diff: 1.6e-07      
521 iterations  logLik: -418.91  diff: 1.6e-07      
522 iterations  logLik: -418.91  diff: 1.6e-07      
523 iterations  logLik: -418.91  diff: 1.6e-07      
524 iterations  logLik: -418.91  diff: 1.6e-07      
525 iterations  logLik: -418.91  diff: 1.6e-07      
526 iterations  logLik: -418.91  diff: 1.6e-07      
527 iterations  logLik: -418.91  diff: 1.6e-07      
528 iterations  logLik: -418.91  diff: 1.6e-07      
529 iterations  logLik: -418.91  diff: 1.6e-07      
530 iterations  logLik: -418.91  diff: 1.6e-07      
531 iterations  logLik: -418.91  diff: 1.5e-07      
532 iterations  logLik: -418.91  diff: 1.5e-07      
533 iterations  logLik: -418.91  diff: 1.5e-07      
534 iterations  logLik: -418.91  diff: 1.5e-07      
535 iterations  logLik: -418.91  diff: 1.5e-07      
536 iterations  logLik: -418.91  diff: 1.5e-07      
537 iterations  logLik: -418.91  diff: 1.5e-07      
538 iterations  logLik: -418.91  diff: 1.5e-07      
539 iterations  logLik: -418.91  diff: 1.5e-07      
540 iterations  logLik: -418.91  diff: 1.5e-07      
541 iterations  logLik: -418.91  diff: 1.5e-07      
542 iterations  logLik: -418.91  diff: 1.5e-07      
543 iterations  logLik: -418.91  diff: 1.5e-07      
544 iterations  logLik: -418.91  diff: 1.5e-07      
545 iterations  logLik: -418.91  diff: 1.5e-07      
546 iterations  logLik: -418.91  diff: 1.4e-07      
547 iterations  logLik: -418.91  diff: 1.4e-07      
548 iterations  logLik: -418.91  diff: 1.4e-07      
549 iterations  logLik: -418.91  diff: 1.4e-07      
550 iterations  logLik: -418.91  diff: 1.4e-07      
551 iterations  logLik: -418.91  diff: 1.4e-07      
552 iterations  logLik: -418.91  diff: 1.4e-07      
553 iterations  logLik: -418.91  diff: 1.4e-07      
554 iterations  logLik: -418.91  diff: 1.4e-07      
555 iterations  logLik: -418.91  diff: 1.4e-07      
556 iterations  logLik: -418.91  diff: 1.4e-07      
557 iterations  logLik: -418.91  diff: 1.4e-07      
558 iterations  logLik: -418.91  diff: 1.4e-07      
559 iterations  logLik: -418.91  diff: 1.4e-07      
560 iterations  logLik: -418.91  diff: 1.4e-07      
561 iterations  logLik: -418.91  diff: 1.4e-07      
562 iterations  logLik: -418.91  diff: 1.3e-07      
563 iterations  logLik: -418.91  diff: 1.3e-07      
564 iterations  logLik: -418.91  diff: 1.3e-07      
565 iterations  logLik: -418.91  diff: 1.3e-07      
566 iterations  logLik: -418.91  diff: 1.3e-07      
567 iterations  logLik: -418.91  diff: 1.3e-07      
568 iterations  logLik: -418.91  diff: 1.3e-07      
569 iterations  logLik: -418.91  diff: 1.3e-07      
570 iterations  logLik: -418.91  diff: 1.3e-07      
571 iterations  logLik: -418.91  diff: 1.3e-07      
572 iterations  logLik: -418.91  diff: 1.3e-07      
573 iterations  logLik: -418.91  diff: 1.3e-07      
574 iterations  logLik: -418.91  diff: 1.3e-07      
575 iterations  logLik: -418.91  diff: 1.3e-07      
576 iterations  logLik: -418.91  diff: 1.3e-07      
577 iterations  logLik: -418.91  diff: 1.3e-07      
578 iterations  logLik: -418.91  diff: 1.3e-07      
579 iterations  logLik: -418.91  diff: 1.3e-07      
580 iterations  logLik: -418.91  diff: 1.2e-07      
581 iterations  logLik: -418.91  diff: 1.2e-07      
582 iterations  logLik: -418.91  diff: 1.2e-07      
583 iterations  logLik: -418.91  diff: 1.2e-07      
584 iterations  logLik: -418.91  diff: 1.2e-07      
585 iterations  logLik: -418.91  diff: 1.2e-07      
586 iterations  logLik: -418.91  diff: 1.2e-07      
587 iterations  logLik: -418.91  diff: 1.2e-07      
588 iterations  logLik: -418.91  diff: 1.2e-07      
589 iterations  logLik: -418.91  diff: 1.2e-07      
590 iterations  logLik: -418.91  diff: 1.2e-07      
591 iterations  logLik: -418.91  diff: 1.2e-07      
592 iterations  logLik: -418.91  diff: 1.2e-07      
593 iterations  logLik: -418.91  diff: 1.2e-07      
594 iterations  logLik: -418.91  diff: 1.2e-07      
595 iterations  logLik: -418.91  diff: 1.2e-07      
596 iterations  logLik: -418.91  diff: 1.2e-07      
597 iterations  logLik: -418.91  diff: 1.2e-07      
598 iterations  logLik: -418.91  diff: 1.2e-07      
599 iterations  logLik: -418.91  diff: 1.1e-07      
600 iterations  logLik: -418.91  diff: 1.1e-07      
601 iterations  logLik: -418.91  diff: 1.1e-07      
602 iterations  logLik: -418.91  diff: 1.1e-07      
603 iterations  logLik: -418.91  diff: 1.1e-07      
604 iterations  logLik: -418.91  diff: 1.1e-07      
605 iterations  logLik: -418.91  diff: 1.1e-07      
606 iterations  logLik: -418.91  diff: 1.1e-07      
607 iterations  logLik: -418.91  diff: 1.1e-07      
608 iterations  logLik: -418.91  diff: 1.1e-07      
609 iterations  logLik: -418.91  diff: 1.1e-07      
610 iterations  logLik: -418.91  diff: 1.1e-07      
611 iterations  logLik: -418.91  diff: 1.1e-07      
612 iterations  logLik: -418.91  diff: 1.1e-07      
613 iterations  logLik: -418.91  diff: 1.1e-07      
614 iterations  logLik: -418.91  diff: 1.1e-07      
615 iterations  logLik: -418.91  diff: 1.1e-07      
616 iterations  logLik: -418.91  diff: 1.1e-07      
617 iterations  logLik: -418.91  diff: 1.1e-07      
618 iterations  logLik: -418.91  diff: 1.1e-07      
619 iterations  logLik: -418.91  diff: 1.1e-07      
620 iterations  logLik: -418.91  diff: 1.1e-07      
621 iterations  logLik: -418.91  diff: 1.0e-07      
622 iterations  logLik: -418.91  diff: 1.0e-07      
623 iterations  logLik: -418.91  diff: 1.0e-07      
624 iterations  logLik: -418.91  diff: 1.0e-07      
625 iterations  logLik: -418.91  diff: 1.0e-07      
626 iterations  logLik: -418.91  diff: 1.0e-07      
627 iterations  logLik: -418.91  diff: 1.0e-07      
628 iterations  logLik: -418.91  diff: 1.0e-07      
629 iterations  logLik: -418.91  diff: 1.0e-07      
630 iterations  logLik: -418.91  diff: 1.0e-07      
631 iterations  logLik: -418.91  diff: 1.0e-07      
632 iterations  logLik: -418.91  diff: 1.0e-07      
633 iterations  logLik: -418.91  diff: 1.0e-07      
634 iterations  logLik: -418.91  diff: 9.9e-08      
635 iterations  logLik: -418.91  diff: 9.9e-08      
636 iterations  logLik: -418.91  diff: 9.8e-08      
637 iterations  logLik: -418.91  diff: 9.8e-08      
638 iterations  logLik: -418.91  diff: 9.8e-08      
639 iterations  logLik: -418.91  diff: 9.7e-08      
640 iterations  logLik: -418.91  diff: 9.7e-08      
641 iterations  logLik: -418.91  diff: 9.6e-08      
642 iterations  logLik: -418.91  diff: 9.6e-08      
643 iterations  logLik: -418.91  diff: 9.6e-08      
644 iterations  logLik: -418.91  diff: 9.5e-08      
645 iterations  logLik: -418.91  diff: 9.5e-08      
646 iterations  logLik: -418.91  diff: 9.5e-08      
647 iterations  logLik: -418.91  diff: 9.4e-08      
648 iterations  logLik: -418.91  diff: 9.4e-08      
649 iterations  logLik: -418.91  diff: 9.3e-08      
650 iterations  logLik: -418.91  diff: 9.3e-08      
651 iterations  logLik: -418.91  diff: 9.3e-08      
652 iterations  logLik: -418.91  diff: 9.2e-08      
653 iterations  logLik: -418.91  diff: 9.2e-08      
654 iterations  logLik: -418.91  diff: 9.2e-08      
655 iterations  logLik: -418.91  diff: 9.1e-08      
656 iterations  logLik: -418.91  diff: 9.1e-08      
657 iterations  logLik: -418.91  diff: 9.0e-08      
658 iterations  logLik: -418.91  diff: 9.0e-08      
659 iterations  logLik: -418.91  diff: 9.0e-08      
660 iterations  logLik: -418.91  diff: 8.9e-08      
661 iterations  logLik: -418.91  diff: 8.9e-08      
662 iterations  logLik: -418.91  diff: 8.9e-08      
663 iterations  logLik: -418.91  diff: 8.8e-08      
664 iterations  logLik: -418.91  diff: 8.8e-08      
665 iterations  logLik: -418.91  diff: 8.8e-08      
666 iterations  logLik: -418.91  diff: 8.7e-08      
667 iterations  logLik: -418.91  diff: 8.7e-08      
668 iterations  logLik: -418.91  diff: 8.6e-08      
669 iterations  logLik: -418.91  diff: 8.6e-08      
670 iterations  logLik: -418.91  diff: 8.6e-08      
671 iterations  logLik: -418.91  diff: 8.5e-08      
672 iterations  logLik: -418.91  diff: 8.5e-08      
673 iterations  logLik: -418.91  diff: 8.5e-08      
674 iterations  logLik: -418.91  diff: 8.4e-08      
675 iterations  logLik: -418.91  diff: 8.4e-08      
676 iterations  logLik: -418.91  diff: 8.4e-08      
677 iterations  logLik: -418.91  diff: 8.3e-08      
678 iterations  logLik: -418.91  diff: 8.3e-08      
679 iterations  logLik: -418.91  diff: 8.3e-08      
680 iterations  logLik: -418.91  diff: 8.2e-08      
681 iterations  logLik: -418.91  diff: 8.2e-08      
682 iterations  logLik: -418.91  diff: 8.2e-08      
683 iterations  logLik: -418.91  diff: 8.1e-08      
684 iterations  logLik: -418.91  diff: 8.1e-08      
685 iterations  logLik: -418.91  diff: 8.1e-08      
686 iterations  logLik: -418.91  diff: 8.0e-08      
687 iterations  logLik: -418.91  diff: 8.0e-08      
688 iterations  logLik: -418.91  diff: 8.0e-08      
689 iterations  logLik: -418.91  diff: 8.0e-08      
690 iterations  logLik: -418.91  diff: 7.9e-08      
691 iterations  logLik: -418.91  diff: 7.9e-08      
692 iterations  logLik: -418.91  diff: 7.9e-08      
693 iterations  logLik: -418.91  diff: 7.8e-08      
694 iterations  logLik: -418.91  diff: 7.8e-08      
695 iterations  logLik: -418.91  diff: 7.8e-08      
696 iterations  logLik: -418.91  diff: 7.7e-08      
697 iterations  logLik: -418.91  diff: 7.7e-08      
698 iterations  logLik: -418.91  diff: 7.7e-08      
699 iterations  logLik: -418.91  diff: 7.6e-08      
700 iterations  logLik: -418.91  diff: 7.6e-08      
701 iterations  logLik: -418.91  diff: 7.6e-08      
702 iterations  logLik: -418.91  diff: 7.6e-08      
703 iterations  logLik: -418.91  diff: 7.5e-08      
704 iterations  logLik: -418.91  diff: 7.5e-08      
705 iterations  logLik: -418.91  diff: 7.5e-08      
706 iterations  logLik: -418.91  diff: 7.4e-08      
707 iterations  logLik: -418.91  diff: 7.4e-08      
708 iterations  logLik: -418.91  diff: 7.4e-08      
709 iterations  logLik: -418.91  diff: 7.4e-08      
710 iterations  logLik: -418.91  diff: 7.3e-08      
711 iterations  logLik: -418.91  diff: 7.3e-08      
712 iterations  logLik: -418.91  diff: 7.3e-08      
713 iterations  logLik: -418.91  diff: 7.2e-08      
714 iterations  logLik: -418.91  diff: 7.2e-08      
715 iterations  logLik: -418.91  diff: 7.2e-08      
716 iterations  logLik: -418.91  diff: 7.2e-08      
717 iterations  logLik: -418.91  diff: 7.1e-08      
718 iterations  logLik: -418.91  diff: 7.1e-08      
719 iterations  logLik: -418.91  diff: 7.1e-08      
720 iterations  logLik: -418.91  diff: 7.0e-08      
721 iterations  logLik: -418.91  diff: 7.0e-08      
722 iterations  logLik: -418.91  diff: 7.0e-08      
723 iterations  logLik: -418.91  diff: 7.0e-08      
724 iterations  logLik: -418.91  diff: 6.9e-08      
725 iterations  logLik: -418.91  diff: 6.9e-08      
726 iterations  logLik: -418.91  diff: 6.9e-08      
727 iterations  logLik: -418.91  diff: 6.9e-08      
728 iterations  logLik: -418.91  diff: 6.8e-08      
729 iterations  logLik: -418.91  diff: 6.8e-08      
730 iterations  logLik: -418.91  diff: 6.8e-08      
731 iterations  logLik: -418.91  diff: 6.8e-08      
732 iterations  logLik: -418.91  diff: 6.7e-08      
733 iterations  logLik: -418.91  diff: 6.7e-08      
734 iterations  logLik: -418.91  diff: 6.7e-08      
735 iterations  logLik: -418.91  diff: 6.6e-08      
736 iterations  logLik: -418.91  diff: 6.6e-08      
737 iterations  logLik: -418.91  diff: 6.6e-08      
738 iterations  logLik: -418.91  diff: 6.6e-08      
739 iterations  logLik: -418.91  diff: 6.5e-08      
740 iterations  logLik: -418.91  diff: 6.5e-08      
741 iterations  logLik: -418.91  diff: 6.5e-08      
742 iterations  logLik: -418.91  diff: 6.5e-08      
743 iterations  logLik: -418.91  diff: 6.4e-08      
744 iterations  logLik: -418.91  diff: 6.4e-08      
745 iterations  logLik: -418.91  diff: 6.4e-08      
746 iterations  logLik: -418.91  diff: 6.4e-08      
747 iterations  logLik: -418.91  diff: 6.4e-08      
748 iterations  logLik: -418.91  diff: 6.3e-08      
749 iterations  logLik: -418.91  diff: 6.3e-08      
750 iterations  logLik: -418.91  diff: 6.3e-08      
751 iterations  logLik: -418.91  diff: 6.3e-08      
752 iterations  logLik: -418.91  diff: 6.2e-08      
753 iterations  logLik: -418.91  diff: 6.2e-08      
754 iterations  logLik: -418.91  diff: 6.2e-08      
755 iterations  logLik: -418.91  diff: 6.2e-08      
756 iterations  logLik: -418.91  diff: 6.1e-08      
757 iterations  logLik: -418.91  diff: 6.1e-08      
758 iterations  logLik: -418.91  diff: 6.1e-08      
759 iterations  logLik: -418.91  diff: 6.1e-08      
760 iterations  logLik: -418.91  diff: 6.0e-08      
761 iterations  logLik: -418.91  diff: 6.0e-08      
762 iterations  logLik: -418.91  diff: 6.0e-08      
763 iterations  logLik: -418.91  diff: 6.0e-08      
764 iterations  logLik: -418.91  diff: 6.0e-08      
765 iterations  logLik: -418.91  diff: 5.9e-08      
766 iterations  logLik: -418.91  diff: 5.9e-08      
767 iterations  logLik: -418.91  diff: 5.9e-08      
768 iterations  logLik: -418.91  diff: 5.9e-08      
769 iterations  logLik: -418.91  diff: 5.8e-08      
770 iterations  logLik: -418.91  diff: 5.8e-08      
771 iterations  logLik: -418.91  diff: 5.8e-08      
772 iterations  logLik: -418.91  diff: 5.8e-08      
773 iterations  logLik: -418.91  diff: 5.8e-08      
774 iterations  logLik: -418.91  diff: 5.7e-08      
775 iterations  logLik: -418.91  diff: 5.7e-08      
776 iterations  logLik: -418.91  diff: 5.7e-08      
777 iterations  logLik: -418.91  diff: 5.7e-08      
778 iterations  logLik: -418.91  diff: 5.6e-08      
779 iterations  logLik: -418.91  diff: 5.6e-08      
780 iterations  logLik: -418.91  diff: 5.6e-08      
781 iterations  logLik: -418.91  diff: 5.6e-08      
782 iterations  logLik: -418.91  diff: 5.6e-08      
783 iterations  logLik: -418.91  diff: 5.5e-08      
784 iterations  logLik: -418.91  diff: 5.5e-08      
785 iterations  logLik: -418.91  diff: 5.5e-08      
786 iterations  logLik: -418.91  diff: 5.5e-08      
787 iterations  logLik: -418.91  diff: 5.5e-08      
788 iterations  logLik: -418.91  diff: 5.4e-08      
789 iterations  logLik: -418.91  diff: 5.4e-08      
790 iterations  logLik: -418.91  diff: 5.4e-08      
791 iterations  logLik: -418.91  diff: 5.4e-08      
792 iterations  logLik: -418.91  diff: 5.4e-08      
793 iterations  logLik: -418.91  diff: 5.3e-08      
794 iterations  logLik: -418.91  diff: 5.3e-08      
795 iterations  logLik: -418.91  diff: 5.3e-08      
796 iterations  logLik: -418.91  diff: 5.3e-08      
797 iterations  logLik: -418.91  diff: 5.3e-08      
798 iterations  logLik: -418.91  diff: 5.2e-08      
799 iterations  logLik: -418.91  diff: 5.2e-08      
800 iterations  logLik: -418.91  diff: 5.2e-08      
801 iterations  logLik: -418.91  diff: 5.2e-08      
802 iterations  logLik: -418.91  diff: 5.2e-08      
803 iterations  logLik: -418.91  diff: 5.1e-08      
804 iterations  logLik: -418.91  diff: 5.1e-08      
805 iterations  logLik: -418.91  diff: 5.1e-08      
806 iterations  logLik: -418.91  diff: 5.1e-08      
807 iterations  logLik: -418.91  diff: 5.1e-08      
808 iterations  logLik: -418.91  diff: 5.1e-08      
809 iterations  logLik: -418.91  diff: 5.0e-08      
810 iterations  logLik: -418.91  diff: 5.0e-08      
811 iterations  logLik: -418.91  diff: 5.0e-08      
812 iterations  logLik: -418.91  diff: 5.0e-08      
813 iterations  logLik: -418.91  diff: 5.0e-08      
814 iterations  logLik: -418.91  diff: 4.9e-08      
815 iterations  logLik: -418.91  diff: 4.9e-08      
816 iterations  logLik: -418.91  diff: 4.9e-08      
817 iterations  logLik: -418.91  diff: 4.9e-08      
818 iterations  logLik: -418.91  diff: 4.9e-08      
819 iterations  logLik: -418.91  diff: 4.9e-08      
820 iterations  logLik: -418.91  diff: 4.8e-08      
821 iterations  logLik: -418.91  diff: 4.8e-08      
822 iterations  logLik: -418.91  diff: 4.8e-08      
823 iterations  logLik: -418.91  diff: 4.8e-08      
824 iterations  logLik: -418.91  diff: 4.8e-08      
825 iterations  logLik: -418.91  diff: 4.7e-08      
826 iterations  logLik: -418.91  diff: 4.7e-08      
827 iterations  logLik: -418.91  diff: 4.7e-08      
828 iterations  logLik: -418.91  diff: 4.7e-08      
829 iterations  logLik: -418.91  diff: 4.7e-08      
830 iterations  logLik: -418.91  diff: 4.7e-08      
831 iterations  logLik: -418.91  diff: 4.6e-08      
832 iterations  logLik: -418.91  diff: 4.6e-08      
833 iterations  logLik: -418.91  diff: 4.6e-08      
834 iterations  logLik: -418.91  diff: 4.6e-08      
835 iterations  logLik: -418.91  diff: 4.6e-08      
836 iterations  logLik: -418.91  diff: 4.6e-08      
837 iterations  logLik: -418.91  diff: 4.5e-08      
838 iterations  logLik: -418.91  diff: 4.5e-08      
839 iterations  logLik: -418.91  diff: 4.5e-08      
840 iterations  logLik: -418.91  diff: 4.5e-08      
841 iterations  logLik: -418.91  diff: 4.5e-08      
842 iterations  logLik: -418.91  diff: 4.5e-08      
843 iterations  logLik: -418.91  diff: 4.4e-08      
844 iterations  logLik: -418.91  diff: 4.4e-08      
845 iterations  logLik: -418.91  diff: 4.4e-08      
846 iterations  logLik: -418.91  diff: 4.4e-08      
847 iterations  logLik: -418.91  diff: 4.4e-08      
848 iterations  logLik: -418.91  diff: 4.4e-08      
849 iterations  logLik: -418.91  diff: 4.4e-08      
850 iterations  logLik: -418.91  diff: 4.3e-08      
851 iterations  logLik: -418.91  diff: 4.3e-08      
852 iterations  logLik: -418.91  diff: 4.3e-08      
853 iterations  logLik: -418.91  diff: 4.3e-08      
854 iterations  logLik: -418.91  diff: 4.3e-08      
855 iterations  logLik: -418.91  diff: 4.3e-08      
856 iterations  logLik: -418.91  diff: 4.2e-08      
857 iterations  logLik: -418.91  diff: 4.2e-08      
858 iterations  logLik: -418.91  diff: 4.2e-08      
859 iterations  logLik: -418.91  diff: 4.2e-08      
860 iterations  logLik: -418.91  diff: 4.2e-08      
861 iterations  logLik: -418.91  diff: 4.2e-08      
862 iterations  logLik: -418.91  diff: 4.2e-08      
863 iterations  logLik: -418.91  diff: 4.1e-08      
864 iterations  logLik: -418.91  diff: 4.1e-08      
865 iterations  logLik: -418.91  diff: 4.1e-08      
866 iterations  logLik: -418.91  diff: 4.1e-08      
867 iterations  logLik: -418.91  diff: 4.1e-08      
868 iterations  logLik: -418.91  diff: 4.1e-08      
869 iterations  logLik: -418.91  diff: 4.1e-08      
870 iterations  logLik: -418.91  diff: 4.0e-08      
871 iterations  logLik: -418.91  diff: 4.0e-08      
872 iterations  logLik: -418.91  diff: 4.0e-08      
873 iterations  logLik: -418.91  diff: 4.0e-08      
874 iterations  logLik: -418.91  diff: 4.0e-08      
875 iterations  logLik: -418.91  diff: 4.0e-08      
876 iterations  logLik: -418.91  diff: 4.0e-08      
877 iterations  logLik: -418.91  diff: 3.9e-08      
878 iterations  logLik: -418.91  diff: 3.9e-08      
879 iterations  logLik: -418.91  diff: 3.9e-08      
880 iterations  logLik: -418.91  diff: 3.9e-08      
881 iterations  logLik: -418.91  diff: 3.9e-08      
882 iterations  logLik: -418.91  diff: 3.9e-08      
883 iterations  logLik: -418.91  diff: 3.9e-08      
884 iterations  logLik: -418.91  diff: 3.8e-08      
885 iterations  logLik: -418.91  diff: 3.8e-08      
886 iterations  logLik: -418.91  diff: 3.8e-08      
887 iterations  logLik: -418.91  diff: 3.8e-08      
888 iterations  logLik: -418.91  diff: 3.8e-08      
889 iterations  logLik: -418.91  diff: 3.8e-08      
890 iterations  logLik: -418.91  diff: 3.8e-08      
891 iterations  logLik: -418.91  diff: 3.7e-08      
892 iterations  logLik: -418.91  diff: 3.7e-08      
893 iterations  logLik: -418.91  diff: 3.7e-08      
894 iterations  logLik: -418.91  diff: 3.7e-08      
895 iterations  logLik: -418.91  diff: 3.7e-08      
896 iterations  logLik: -418.91  diff: 3.7e-08      
897 iterations  logLik: -418.91  diff: 3.7e-08      
898 iterations  logLik: -418.91  diff: 3.7e-08      
899 iterations  logLik: -418.91  diff: 3.6e-08      
900 iterations  logLik: -418.91  diff: 3.6e-08      
901 iterations  logLik: -418.91  diff: 3.6e-08      
902 iterations  logLik: -418.91  diff: 3.6e-08      
903 iterations  logLik: -418.91  diff: 3.6e-08      
904 iterations  logLik: -418.91  diff: 3.6e-08      
905 iterations  logLik: -418.91  diff: 3.6e-08      
906 iterations  logLik: -418.91  diff: 3.6e-08      
907 iterations  logLik: -418.91  diff: 3.5e-08      
908 iterations  logLik: -418.91  diff: 3.5e-08      
909 iterations  logLik: -418.91  diff: 3.5e-08      
910 iterations  logLik: -418.91  diff: 3.5e-08      
911 iterations  logLik: -418.91  diff: 3.5e-08      
912 iterations  logLik: -418.91  diff: 3.5e-08      
913 iterations  logLik: -418.91  diff: 3.5e-08      
914 iterations  logLik: -418.91  diff: 3.5e-08      
915 iterations  logLik: -418.91  diff: 3.4e-08      
916 iterations  logLik: -418.91  diff: 3.4e-08      
917 iterations  logLik: -418.91  diff: 3.4e-08      
918 iterations  logLik: -418.91  diff: 3.4e-08      
919 iterations  logLik: -418.91  diff: 3.4e-08      
920 iterations  logLik: -418.91  diff: 3.4e-08      
921 iterations  logLik: -418.91  diff: 3.4e-08      
922 iterations  logLik: -418.91  diff: 3.4e-08      
923 iterations  logLik: -418.91  diff: 3.3e-08      
924 iterations  logLik: -418.91  diff: 3.3e-08      
925 iterations  logLik: -418.91  diff: 3.3e-08      
926 iterations  logLik: -418.91  diff: 3.3e-08      
927 iterations  logLik: -418.91  diff: 3.3e-08      
928 iterations  logLik: -418.91  diff: 3.3e-08      
929 iterations  logLik: -418.91  diff: 3.3e-08      
930 iterations  logLik: -418.91  diff: 3.3e-08      
931 iterations  logLik: -418.91  diff: 3.3e-08      
932 iterations  logLik: -418.91  diff: 3.2e-08      
933 iterations  logLik: -418.91  diff: 3.2e-08      
934 iterations  logLik: -418.91  diff: 3.2e-08      
935 iterations  logLik: -418.91  diff: 3.2e-08      
936 iterations  logLik: -418.91  diff: 3.2e-08      
937 iterations  logLik: -418.91  diff: 3.2e-08      
938 iterations  logLik: -418.91  diff: 3.2e-08      
939 iterations  logLik: -418.91  diff: 3.2e-08      
940 iterations  logLik: -418.91  diff: 3.2e-08      
941 iterations  logLik: -418.91  diff: 3.1e-08      
942 iterations  logLik: -418.91  diff: 3.1e-08      
943 iterations  logLik: -418.91  diff: 3.1e-08      
944 iterations  logLik: -418.91  diff: 3.1e-08      
945 iterations  logLik: -418.91  diff: 3.1e-08      
946 iterations  logLik: -418.91  diff: 3.1e-08      
947 iterations  logLik: -418.91  diff: 3.1e-08      
948 iterations  logLik: -418.91  diff: 3.1e-08      
949 iterations  logLik: -418.91  diff: 3.1e-08      
950 iterations  logLik: -418.91  diff: 3.1e-08      
951 iterations  logLik: -418.91  diff: 3.0e-08      
952 iterations  logLik: -418.91  diff: 3.0e-08      
953 iterations  logLik: -418.91  diff: 3.0e-08      
954 iterations  logLik: -418.91  diff: 3.0e-08      
955 iterations  logLik: -418.91  diff: 3.0e-08      
956 iterations  logLik: -418.91  diff: 3.0e-08      
957 iterations  logLik: -418.91  diff: 3.0e-08      
958 iterations  logLik: -418.91  diff: 3.0e-08      
959 iterations  logLik: -418.91  diff: 3.0e-08      
960 iterations  logLik: -418.91  diff: 2.9e-08      
961 iterations  logLik: -418.91  diff: 2.9e-08      
962 iterations  logLik: -418.91  diff: 2.9e-08      
963 iterations  logLik: -418.91  diff: 2.9e-08      
964 iterations  logLik: -418.91  diff: 2.9e-08      
965 iterations  logLik: -418.91  diff: 2.9e-08      
966 iterations  logLik: -418.91  diff: 2.9e-08      
967 iterations  logLik: -418.91  diff: 2.9e-08      
968 iterations  logLik: -418.91  diff: 2.9e-08      
969 iterations  logLik: -418.91  diff: 2.9e-08      
970 iterations  logLik: -418.91  diff: 2.8e-08      
971 iterations  logLik: -418.91  diff: 2.8e-08      
972 iterations  logLik: -418.91  diff: 2.8e-08      
973 iterations  logLik: -418.91  diff: 2.8e-08      
974 iterations  logLik: -418.91  diff: 2.8e-08      
975 iterations  logLik: -418.91  diff: 2.8e-08      
976 iterations  logLik: -418.91  diff: 2.8e-08      
977 iterations  logLik: -418.91  diff: 2.8e-08      
978 iterations  logLik: -418.91  diff: 2.8e-08      
979 iterations  logLik: -418.91  diff: 2.8e-08      
980 iterations  logLik: -418.91  diff: 2.8e-08      
981 iterations  logLik: -418.91  diff: 2.7e-08      
982 iterations  logLik: -418.91  diff: 2.7e-08      
983 iterations  logLik: -418.91  diff: 2.7e-08      
984 iterations  logLik: -418.91  diff: 2.7e-08      
985 iterations  logLik: -418.91  diff: 2.7e-08      
986 iterations  logLik: -418.91  diff: 2.7e-08      
987 iterations  logLik: -418.91  diff: 2.7e-08      
988 iterations  logLik: -418.91  diff: 2.7e-08      
989 iterations  logLik: -418.91  diff: 2.7e-08      
990 iterations  logLik: -418.91  diff: 2.7e-08      
991 iterations  logLik: -418.91  diff: 2.7e-08      
992 iterations  logLik: -418.91  diff: 2.6e-08      
993 iterations  logLik: -418.91  diff: 2.6e-08      
994 iterations  logLik: -418.91  diff: 2.6e-08      
995 iterations  logLik: -418.91  diff: 2.6e-08      
996 iterations  logLik: -418.91  diff: 2.6e-08      
997 iterations  logLik: -418.91  diff: 2.6e-08      
998 iterations  logLik: -418.91  diff: 2.6e-08      
999 iterations  logLik: -418.91  diff: 2.6e-08      
1000 iterations  logLik: -418.91  diff: 2.6e-08      

#> 1001 iterations  logLik: -418.91  diff: 2.6e-08      
1002 iterations  logLik: -418.91  diff: 2.6e-08      
1003 iterations  logLik: -418.91  diff: 2.5e-08      
1004 iterations  logLik: -418.91  diff: 2.5e-08      
1005 iterations  logLik: -418.91  diff: 2.5e-08      
1006 iterations  logLik: -418.91  diff: 2.5e-08      
1007 iterations  logLik: -418.91  diff: 2.5e-08      
1008 iterations  logLik: -418.91  diff: 2.5e-08      
1009 iterations  logLik: -418.91  diff: 2.5e-08      
1010 iterations  logLik: -418.91  diff: 2.5e-08      
1011 iterations  logLik: -418.91  diff: 2.5e-08      
1012 iterations  logLik: -418.91  diff: 2.5e-08      
1013 iterations  logLik: -418.91  diff: 2.5e-08      
1014 iterations  logLik: -418.91  diff: 2.5e-08      
1015 iterations  logLik: -418.91  diff: 2.4e-08      
1016 iterations  logLik: -418.91  diff: 2.4e-08      
1017 iterations  logLik: -418.91  diff: 2.4e-08      
1018 iterations  logLik: -418.91  diff: 2.4e-08      
1019 iterations  logLik: -418.91  diff: 2.4e-08      
1020 iterations  logLik: -418.91  diff: 2.4e-08      
1021 iterations  logLik: -418.91  diff: 2.4e-08      
1022 iterations  logLik: -418.91  diff: 2.4e-08      
1023 iterations  logLik: -418.91  diff: 2.4e-08      
1024 iterations  logLik: -418.91  diff: 2.4e-08      
1025 iterations  logLik: -418.91  diff: 2.4e-08      
1026 iterations  logLik: -418.91  diff: 2.4e-08      
1027 iterations  logLik: -418.91  diff: 2.4e-08      
1028 iterations  logLik: -418.91  diff: 2.3e-08      
1029 iterations  logLik: -418.91  diff: 2.3e-08      
1030 iterations  logLik: -418.91  diff: 2.3e-08      
1031 iterations  logLik: -418.91  diff: 2.3e-08      
1032 iterations  logLik: -418.91  diff: 2.3e-08      
1033 iterations  logLik: -418.91  diff: 2.3e-08      
1034 iterations  logLik: -418.91  diff: 2.3e-08      
1035 iterations  logLik: -418.91  diff: 2.3e-08      
1036 iterations  logLik: -418.91  diff: 2.3e-08      
1037 iterations  logLik: -418.91  diff: 2.3e-08      
1038 iterations  logLik: -418.91  diff: 2.3e-08      
1039 iterations  logLik: -418.91  diff: 2.3e-08      
1040 iterations  logLik: -418.91  diff: 2.3e-08      
1041 iterations  logLik: -418.91  diff: 2.2e-08      
1042 iterations  logLik: -418.91  diff: 2.2e-08      
1043 iterations  logLik: -418.91  diff: 2.2e-08      
1044 iterations  logLik: -418.91  diff: 2.2e-08      
1045 iterations  logLik: -418.91  diff: 2.2e-08      
1046 iterations  logLik: -418.91  diff: 2.2e-08      
1047 iterations  logLik: -418.91  diff: 2.2e-08      
1048 iterations  logLik: -418.91  diff: 2.2e-08      
1049 iterations  logLik: -418.91  diff: 2.2e-08      
1050 iterations  logLik: -418.91  diff: 2.2e-08      
1051 iterations  logLik: -418.91  diff: 2.2e-08      
1052 iterations  logLik: -418.91  diff: 2.2e-08      
1053 iterations  logLik: -418.91  diff: 2.2e-08      
1054 iterations  logLik: -418.91  diff: 2.2e-08      
1055 iterations  logLik: -418.91  diff: 2.1e-08      
1056 iterations  logLik: -418.91  diff: 2.1e-08      
1057 iterations  logLik: -418.91  diff: 2.1e-08      
1058 iterations  logLik: -418.91  diff: 2.1e-08      
1059 iterations  logLik: -418.91  diff: 2.1e-08      
1060 iterations  logLik: -418.91  diff: 2.1e-08      
1061 iterations  logLik: -418.91  diff: 2.1e-08      
1062 iterations  logLik: -418.91  diff: 2.1e-08      
1063 iterations  logLik: -418.91  diff: 2.1e-08      
1064 iterations  logLik: -418.91  diff: 2.1e-08      
1065 iterations  logLik: -418.91  diff: 2.1e-08      
1066 iterations  logLik: -418.91  diff: 2.1e-08      
1067 iterations  logLik: -418.91  diff: 2.1e-08      
1068 iterations  logLik: -418.91  diff: 2.1e-08      
1069 iterations  logLik: -418.91  diff: 2.0e-08      
1070 iterations  logLik: -418.91  diff: 2.0e-08      
1071 iterations  logLik: -418.91  diff: 2.0e-08      
1072 iterations  logLik: -418.91  diff: 2.0e-08      
1073 iterations  logLik: -418.91  diff: 2.0e-08      
1074 iterations  logLik: -418.91  diff: 2.0e-08      
1075 iterations  logLik: -418.91  diff: 2.0e-08      
1076 iterations  logLik: -418.91  diff: 2.0e-08      
1077 iterations  logLik: -418.91  diff: 2.0e-08      
1078 iterations  logLik: -418.91  diff: 2.0e-08      
1079 iterations  logLik: -418.91  diff: 2.0e-08      
1080 iterations  logLik: -418.91  diff: 2.0e-08      
1081 iterations  logLik: -418.91  diff: 2.0e-08      
1082 iterations  logLik: -418.91  diff: 2.0e-08      
1083 iterations  logLik: -418.91  diff: 2.0e-08      
1084 iterations  logLik: -418.91  diff: 1.9e-08      
1085 iterations  logLik: -418.91  diff: 1.9e-08      
1086 iterations  logLik: -418.91  diff: 1.9e-08      
1087 iterations  logLik: -418.91  diff: 1.9e-08      
1088 iterations  logLik: -418.91  diff: 1.9e-08      
1089 iterations  logLik: -418.91  diff: 1.9e-08      
1090 iterations  logLik: -418.91  diff: 1.9e-08      
1091 iterations  logLik: -418.91  diff: 1.9e-08      
1092 iterations  logLik: -418.91  diff: 1.9e-08      
1093 iterations  logLik: -418.91  diff: 1.9e-08      
1094 iterations  logLik: -418.91  diff: 1.9e-08      
1095 iterations  logLik: -418.91  diff: 1.9e-08      
1096 iterations  logLik: -418.91  diff: 1.9e-08      
1097 iterations  logLik: -418.91  diff: 1.9e-08      
1098 iterations  logLik: -418.91  diff: 1.9e-08      
1099 iterations  logLik: -418.91  diff: 1.9e-08      
1100 iterations  logLik: -418.91  diff: 1.9e-08      
1101 iterations  logLik: -418.91  diff: 1.8e-08      
1102 iterations  logLik: -418.91  diff: 1.8e-08      
1103 iterations  logLik: -418.91  diff: 1.8e-08      
1104 iterations  logLik: -418.91  diff: 1.8e-08      
1105 iterations  logLik: -418.91  diff: 1.8e-08      
1106 iterations  logLik: -418.91  diff: 1.8e-08      
1107 iterations  logLik: -418.91  diff: 1.8e-08      
1108 iterations  logLik: -418.91  diff: 1.8e-08      
1109 iterations  logLik: -418.91  diff: 1.8e-08      
1110 iterations  logLik: -418.91  diff: 1.8e-08      
1111 iterations  logLik: -418.91  diff: 1.8e-08      
1112 iterations  logLik: -418.91  diff: 1.8e-08      
1113 iterations  logLik: -418.91  diff: 1.8e-08      
1114 iterations  logLik: -418.91  diff: 1.8e-08      
1115 iterations  logLik: -418.91  diff: 1.8e-08      
1116 iterations  logLik: -418.91  diff: 1.8e-08      
1117 iterations  logLik: -418.91  diff: 1.8e-08      
1118 iterations  logLik: -418.91  diff: 1.7e-08      
1119 iterations  logLik: -418.91  diff: 1.7e-08      
1120 iterations  logLik: -418.91  diff: 1.7e-08      
1121 iterations  logLik: -418.91  diff: 1.7e-08      
1122 iterations  logLik: -418.91  diff: 1.7e-08      
1123 iterations  logLik: -418.91  diff: 1.7e-08      
1124 iterations  logLik: -418.91  diff: 1.7e-08      
1125 iterations  logLik: -418.91  diff: 1.7e-08      
1126 iterations  logLik: -418.91  diff: 1.7e-08      
1127 iterations  logLik: -418.91  diff: 1.7e-08      
1128 iterations  logLik: -418.91  diff: 1.7e-08      
1129 iterations  logLik: -418.91  diff: 1.7e-08      
1130 iterations  logLik: -418.91  diff: 1.7e-08      
1131 iterations  logLik: -418.91  diff: 1.7e-08      
1132 iterations  logLik: -418.91  diff: 1.7e-08      
1133 iterations  logLik: -418.91  diff: 1.7e-08      
1134 iterations  logLik: -418.91  diff: 1.7e-08      
1135 iterations  logLik: -418.91  diff: 1.7e-08      
1136 iterations  logLik: -418.91  diff: 1.6e-08      
1137 iterations  logLik: -418.91  diff: 1.6e-08      
1138 iterations  logLik: -418.91  diff: 1.6e-08      
1139 iterations  logLik: -418.91  diff: 1.6e-08      
1140 iterations  logLik: -418.91  diff: 1.6e-08      
1141 iterations  logLik: -418.91  diff: 1.6e-08      
1142 iterations  logLik: -418.91  diff: 1.6e-08      
1143 iterations  logLik: -418.91  diff: 1.6e-08      
1144 iterations  logLik: -418.91  diff: 1.6e-08      
1145 iterations  logLik: -418.91  diff: 1.6e-08      
1146 iterations  logLik: -418.91  diff: 1.6e-08      
1147 iterations  logLik: -418.91  diff: 1.6e-08      
1148 iterations  logLik: -418.91  diff: 1.6e-08      
1149 iterations  logLik: -418.91  diff: 1.6e-08      
1150 iterations  logLik: -418.91  diff: 1.6e-08      
1151 iterations  logLik: -418.91  diff: 1.6e-08      
1152 iterations  logLik: -418.91  diff: 1.6e-08      
1153 iterations  logLik: -418.91  diff: 1.6e-08      
1154 iterations  logLik: -418.91  diff: 1.6e-08      
1155 iterations  logLik: -418.91  diff: 1.6e-08      
1156 iterations  logLik: -418.91  diff: 1.5e-08      
1157 iterations  logLik: -418.91  diff: 1.5e-08      
1158 iterations  logLik: -418.91  diff: 1.5e-08      
1159 iterations  logLik: -418.91  diff: 1.5e-08      
1160 iterations  logLik: -418.91  diff: 1.5e-08      
1161 iterations  logLik: -418.91  diff: 1.5e-08      
1162 iterations  logLik: -418.91  diff: 1.5e-08      
1163 iterations  logLik: -418.91  diff: 1.5e-08      
1164 iterations  logLik: -418.91  diff: 1.5e-08      
1165 iterations  logLik: -418.91  diff: 1.5e-08      
1166 iterations  logLik: -418.91  diff: 1.5e-08      
1167 iterations  logLik: -418.91  diff: 1.5e-08      
1168 iterations  logLik: -418.91  diff: 1.5e-08      
1169 iterations  logLik: -418.91  diff: 1.5e-08      
1170 iterations  logLik: -418.91  diff: 1.5e-08      
1171 iterations  logLik: -418.91  diff: 1.5e-08      
1172 iterations  logLik: -418.91  diff: 1.5e-08      
1173 iterations  logLik: -418.91  diff: 1.5e-08      
1174 iterations  logLik: -418.91  diff: 1.5e-08      
1175 iterations  logLik: -418.91  diff: 1.5e-08      
1176 iterations  logLik: -418.91  diff: 1.5e-08      
1177 iterations  logLik: -418.91  diff: 1.4e-08      
1178 iterations  logLik: -418.91  diff: 1.4e-08      
1179 iterations  logLik: -418.91  diff: 1.4e-08      
1180 iterations  logLik: -418.91  diff: 1.4e-08      
1181 iterations  logLik: -418.91  diff: 1.4e-08      
1182 iterations  logLik: -418.91  diff: 1.4e-08      
1183 iterations  logLik: -418.91  diff: 1.4e-08      
1184 iterations  logLik: -418.91  diff: 1.4e-08      
1185 iterations  logLik: -418.91  diff: 1.4e-08      
1186 iterations  logLik: -418.91  diff: 1.4e-08      
1187 iterations  logLik: -418.91  diff: 1.4e-08      
1188 iterations  logLik: -418.91  diff: 1.4e-08      
1189 iterations  logLik: -418.91  diff: 1.4e-08      
1190 iterations  logLik: -418.91  diff: 1.4e-08      
1191 iterations  logLik: -418.91  diff: 1.4e-08      
1192 iterations  logLik: -418.91  diff: 1.4e-08      
1193 iterations  logLik: -418.91  diff: 1.4e-08      
1194 iterations  logLik: -418.91  diff: 1.4e-08      
1195 iterations  logLik: -418.91  diff: 1.4e-08      
1196 iterations  logLik: -418.91  diff: 1.4e-08      
1197 iterations  logLik: -418.91  diff: 1.4e-08      
1198 iterations  logLik: -418.91  diff: 1.4e-08      
1199 iterations  logLik: -418.91  diff: 1.4e-08      
1200 iterations  logLik: -418.91  diff: 1.3e-08      
1201 iterations  logLik: -418.91  diff: 1.3e-08      
1202 iterations  logLik: -418.91  diff: 1.3e-08      
1203 iterations  logLik: -418.91  diff: 1.3e-08      
1204 iterations  logLik: -418.91  diff: 1.3e-08      
1205 iterations  logLik: -418.91  diff: 1.3e-08      
1206 iterations  logLik: -418.91  diff: 1.3e-08      
1207 iterations  logLik: -418.91  diff: 1.3e-08      
1208 iterations  logLik: -418.91  diff: 1.3e-08      
1209 iterations  logLik: -418.91  diff: 1.3e-08      
1210 iterations  logLik: -418.91  diff: 1.3e-08      
1211 iterations  logLik: -418.91  diff: 1.3e-08      
1212 iterations  logLik: -418.91  diff: 1.3e-08      
1213 iterations  logLik: -418.91  diff: 1.3e-08      
1214 iterations  logLik: -418.91  diff: 1.3e-08      
1215 iterations  logLik: -418.91  diff: 1.3e-08      
1216 iterations  logLik: -418.91  diff: 1.3e-08      
1217 iterations  logLik: -418.91  diff: 1.3e-08      
1218 iterations  logLik: -418.91  diff: 1.3e-08      
1219 iterations  logLik: -418.91  diff: 1.3e-08      
1220 iterations  logLik: -418.91  diff: 1.3e-08      
1221 iterations  logLik: -418.91  diff: 1.3e-08      
1222 iterations  logLik: -418.91  diff: 1.3e-08      
1223 iterations  logLik: -418.91  diff: 1.3e-08      
1224 iterations  logLik: -418.91  diff: 1.2e-08      
1225 iterations  logLik: -418.91  diff: 1.2e-08      
1226 iterations  logLik: -418.91  diff: 1.2e-08      
1227 iterations  logLik: -418.91  diff: 1.2e-08      
1228 iterations  logLik: -418.91  diff: 1.2e-08      
1229 iterations  logLik: -418.91  diff: 1.2e-08      
1230 iterations  logLik: -418.91  diff: 1.2e-08      
1231 iterations  logLik: -418.91  diff: 1.2e-08      
1232 iterations  logLik: -418.91  diff: 1.2e-08      
1233 iterations  logLik: -418.91  diff: 1.2e-08      
1234 iterations  logLik: -418.91  diff: 1.2e-08      
1235 iterations  logLik: -418.91  diff: 1.2e-08      
1236 iterations  logLik: -418.91  diff: 1.2e-08      
1237 iterations  logLik: -418.91  diff: 1.2e-08      
1238 iterations  logLik: -418.91  diff: 1.2e-08      
1239 iterations  logLik: -418.91  diff: 1.2e-08      
1240 iterations  logLik: -418.91  diff: 1.2e-08      
1241 iterations  logLik: -418.91  diff: 1.2e-08      
1242 iterations  logLik: -418.91  diff: 1.2e-08      
1243 iterations  logLik: -418.91  diff: 1.2e-08      
1244 iterations  logLik: -418.91  diff: 1.2e-08      
1245 iterations  logLik: -418.91  diff: 1.2e-08      
1246 iterations  logLik: -418.91  diff: 1.2e-08      
1247 iterations  logLik: -418.91  diff: 1.2e-08      
1248 iterations  logLik: -418.91  diff: 1.2e-08      
1249 iterations  logLik: -418.91  diff: 1.2e-08      
1250 iterations  logLik: -418.91  diff: 1.2e-08      
1251 iterations  logLik: -418.91  diff: 1.1e-08      
1252 iterations  logLik: -418.91  diff: 1.1e-08      
1253 iterations  logLik: -418.91  diff: 1.1e-08      
1254 iterations  logLik: -418.91  diff: 1.1e-08      
1255 iterations  logLik: -418.91  diff: 1.1e-08      
1256 iterations  logLik: -418.91  diff: 1.1e-08      
1257 iterations  logLik: -418.91  diff: 1.1e-08      
1258 iterations  logLik: -418.91  diff: 1.1e-08      
1259 iterations  logLik: -418.91  diff: 1.1e-08      
1260 iterations  logLik: -418.91  diff: 1.1e-08      
1261 iterations  logLik: -418.91  diff: 1.1e-08      
1262 iterations  logLik: -418.91  diff: 1.1e-08      
1263 iterations  logLik: -418.91  diff: 1.1e-08      
1264 iterations  logLik: -418.91  diff: 1.1e-08      
1265 iterations  logLik: -418.91  diff: 1.1e-08      
1266 iterations  logLik: -418.91  diff: 1.1e-08      
1267 iterations  logLik: -418.91  diff: 1.1e-08      
1268 iterations  logLik: -418.91  diff: 1.1e-08      
1269 iterations  logLik: -418.91  diff: 1.1e-08      
1270 iterations  logLik: -418.91  diff: 1.1e-08      
1271 iterations  logLik: -418.91  diff: 1.1e-08      
1272 iterations  logLik: -418.91  diff: 1.1e-08      
1273 iterations  logLik: -418.91  diff: 1.1e-08      
1274 iterations  logLik: -418.91  diff: 1.1e-08      
1275 iterations  logLik: -418.91  diff: 1.1e-08      
1276 iterations  logLik: -418.91  diff: 1.1e-08      
1277 iterations  logLik: -418.91  diff: 1.1e-08      
1278 iterations  logLik: -418.91  diff: 1.1e-08      
1279 iterations  logLik: -418.91  diff: 1.1e-08      
1280 iterations  logLik: -418.91  diff: 1.1e-08      
1281 iterations  logLik: -418.91  diff: 1.0e-08      
1282 iterations  logLik: -418.91  diff: 1.0e-08      
1283 iterations  logLik: -418.91  diff: 1.0e-08      
1284 iterations  logLik: -418.91  diff: 1.0e-08      
1285 iterations  logLik: -418.91  diff: 1.0e-08      
1286 iterations  logLik: -418.91  diff: 1.0e-08      
1287 iterations  logLik: -418.91  diff: 1.0e-08      
1288 iterations  logLik: -418.91  diff: 1.0e-08      
1289 iterations  logLik: -418.91  diff: 1.0e-08      
1290 iterations  logLik: -418.91  diff: 1.0e-08      
1291 iterations  logLik: -418.91  diff: 1.0e-08      
1292 iterations  logLik: -418.91  diff: 1.0e-08      
1293 iterations  logLik: -418.91  diff: 1.0e-08      
1294 iterations  logLik: -418.91  diff: 1.0e-08      
1295 iterations  logLik: -418.91  diff: 1.0e-08      
1296 iterations  logLik: -418.91  diff: 1.0e-08      
1297 iterations  logLik: -418.91  diff: 1.0e-08      

#> .. done.
#> Structural Latent Variable Model
#> 
#> Latent variables (Root*):           
#>  Label: lc*
#> nclass: 3  
#> 
#> Measurement model:                            
#>  lc -> { y1, y2, y3, y4 }  a
#> 
#> LogLik: -418.9054
estimate(m, dt$response, control = slcaControl(init.param = c(pi, rho)))
#> Structural Latent Variable Model
#> 
#> Latent variables (Root*):           
#>  Label: lc*
#> nclass: 3  
#> 
#> Measurement model:                            
#>  lc -> { y1, y2, y3, y4 }  a
#> 
#> LogLik: -418.7988