Plot Methods for Various Qval Objects
plot.RdGenerate visualizations for objects created by the Qval package. The generic `plot` dispatches to appropriate methods based on object class:
- CDM
Barplot of attribute-pattern distribution (frequency and proportion).
- sim.data
Barplot of simulated attribute-pattern distribution (frequency and proportion).
- validation
Hull plot marking the suggested point in red (method = "Hull").
# S3 method for class 'CDM'
plot(x, ...)
# S3 method for class 'sim.data'
plot(x, ...)
# S3 method for class 'validation'
plot(x, i = 1, ...)Arguments
- x
An object of class
CDM,sim.data, orvalidation.- ...
Additional arguments (currently unused).
- i
For
validationobjects, the index of the item for which to plot the Hull curve.
Value
None. Functions are called for side effects (plotting).
Methods (by class)
plot(CDM): Plot method forCDMobjectsplot(sim.data): Plot method forsim.dataobjectsplot(validation): Hull plot forvalidationobjects
Examples
set.seed(123)
library(Qval)
# \donttest{
K <- 4
I <- 20
IQ <- list(
P0 = runif(I, 0.2, 0.4),
P1 = runif(I, 0.6, 0.8)
)
################################################################
# Example 1: sim.data object #
################################################################
Q <- sim.Q(K, I)
data.obj <- sim.data(Q = Q, N = 500, IQ = IQ,
model = "GDINA", distribute = "horder")
#> distribute = horder
#> model = GDINA
#> number of attributes: 4
#> number of items: 20
#> num of examinees: 500
#> average of P0 = 0.31
#> average of P1 = 0.715
#> theta_mean = 0.03 , theta_sd = 0.969
#> a = 1.5 1.5 1.5 1.5
#> b = 1.5 -1.5 0.5 -0.5
plot(data.obj)
################################################################
# Example 2: CDM object #
################################################################
CDM.obj <- CDM(data.obj$dat, Q, model = "GDINA",
method = "EM", maxitr = 2000, verbose = 1)
#>
Iter = 1 Max. abs. change = 0.29997 Deviance = 14639.04
Iter = 2 Max. abs. change = 0.07254 Deviance = 13243.59
Iter = 3 Max. abs. change = 0.05078 Deviance = 13178.25
Iter = 4 Max. abs. change = 0.03971 Deviance = 13155.90
Iter = 5 Max. abs. change = 0.03212 Deviance = 13144.36
Iter = 6 Max. abs. change = 0.02654 Deviance = 13137.31
Iter = 7 Max. abs. change = 0.02329 Deviance = 13132.53
Iter = 8 Max. abs. change = 0.02288 Deviance = 13129.07
Iter = 9 Max. abs. change = 0.02141 Deviance = 13126.43
Iter = 10 Max. abs. change = 0.01935 Deviance = 13124.35
Iter = 11 Max. abs. change = 0.01705 Deviance = 13122.67
Iter = 12 Max. abs. change = 0.01474 Deviance = 13121.30
Iter = 13 Max. abs. change = 0.01256 Deviance = 13120.15
Iter = 14 Max. abs. change = 0.01058 Deviance = 13119.17
Iter = 15 Max. abs. change = 0.00882 Deviance = 13118.33
Iter = 16 Max. abs. change = 0.00748 Deviance = 13117.60
Iter = 17 Max. abs. change = 0.00672 Deviance = 13116.94
Iter = 18 Max. abs. change = 0.00605 Deviance = 13116.36
Iter = 19 Max. abs. change = 0.00572 Deviance = 13115.82
Iter = 20 Max. abs. change = 0.00545 Deviance = 13115.33
Iter = 21 Max. abs. change = 0.00534 Deviance = 13114.86
Iter = 22 Max. abs. change = 0.00530 Deviance = 13114.42
Iter = 23 Max. abs. change = 0.00528 Deviance = 13114.00
Iter = 24 Max. abs. change = 0.00549 Deviance = 13113.59
Iter = 25 Max. abs. change = 0.00602 Deviance = 13113.18
Iter = 26 Max. abs. change = 0.00654 Deviance = 13112.77
Iter = 27 Max. abs. change = 0.00705 Deviance = 13112.36
Iter = 28 Max. abs. change = 0.00753 Deviance = 13111.93
Iter = 29 Max. abs. change = 0.00798 Deviance = 13111.49
Iter = 30 Max. abs. change = 0.00837 Deviance = 13111.04
Iter = 31 Max. abs. change = 0.00869 Deviance = 13110.57
Iter = 32 Max. abs. change = 0.00892 Deviance = 13110.07
Iter = 33 Max. abs. change = 0.00905 Deviance = 13109.56
Iter = 34 Max. abs. change = 0.00907 Deviance = 13109.02
Iter = 35 Max. abs. change = 0.00898 Deviance = 13108.47
Iter = 36 Max. abs. change = 0.00898 Deviance = 13107.91
Iter = 37 Max. abs. change = 0.00949 Deviance = 13107.34
Iter = 38 Max. abs. change = 0.00994 Deviance = 13106.76
Iter = 39 Max. abs. change = 0.01032 Deviance = 13106.18
Iter = 40 Max. abs. change = 0.01060 Deviance = 13105.62
Iter = 41 Max. abs. change = 0.01076 Deviance = 13105.06
Iter = 42 Max. abs. change = 0.01156 Deviance = 13104.52
Iter = 43 Max. abs. change = 0.01237 Deviance = 13103.99
Iter = 44 Max. abs. change = 0.01311 Deviance = 13103.49
Iter = 45 Max. abs. change = 0.01375 Deviance = 13103.02
Iter = 46 Max. abs. change = 0.01428 Deviance = 13102.57
Iter = 47 Max. abs. change = 0.01468 Deviance = 13102.15
Iter = 48 Max. abs. change = 0.01496 Deviance = 13101.75
Iter = 49 Max. abs. change = 0.01510 Deviance = 13101.39
Iter = 50 Max. abs. change = 0.01511 Deviance = 13101.05
Iter = 51 Max. abs. change = 0.01500 Deviance = 13100.74
Iter = 52 Max. abs. change = 0.01477 Deviance = 13100.45
Iter = 53 Max. abs. change = 0.01444 Deviance = 13100.19
Iter = 54 Max. abs. change = 0.01402 Deviance = 13099.95
Iter = 55 Max. abs. change = 0.01352 Deviance = 13099.74
Iter = 56 Max. abs. change = 0.01297 Deviance = 13099.54
Iter = 57 Max. abs. change = 0.01237 Deviance = 13099.35
Iter = 58 Max. abs. change = 0.01173 Deviance = 13099.18
Iter = 59 Max. abs. change = 0.01108 Deviance = 13099.02
Iter = 60 Max. abs. change = 0.01041 Deviance = 13098.88
Iter = 61 Max. abs. change = 0.00974 Deviance = 13098.73
Iter = 62 Max. abs. change = 0.00908 Deviance = 13098.60
Iter = 63 Max. abs. change = 0.00844 Deviance = 13098.47
Iter = 64 Max. abs. change = 0.00781 Deviance = 13098.34
Iter = 65 Max. abs. change = 0.00721 Deviance = 13098.22
Iter = 66 Max. abs. change = 0.00664 Deviance = 13098.10
Iter = 67 Max. abs. change = 0.00610 Deviance = 13097.98
Iter = 68 Max. abs. change = 0.00559 Deviance = 13097.86
Iter = 69 Max. abs. change = 0.00526 Deviance = 13097.74
Iter = 70 Max. abs. change = 0.00535 Deviance = 13097.63
Iter = 71 Max. abs. change = 0.00542 Deviance = 13097.51
Iter = 72 Max. abs. change = 0.00548 Deviance = 13097.39
Iter = 73 Max. abs. change = 0.00552 Deviance = 13097.27
Iter = 74 Max. abs. change = 0.00554 Deviance = 13097.16
Iter = 75 Max. abs. change = 0.00554 Deviance = 13097.04
Iter = 76 Max. abs. change = 0.00552 Deviance = 13096.92
Iter = 77 Max. abs. change = 0.00547 Deviance = 13096.81
Iter = 78 Max. abs. change = 0.00541 Deviance = 13096.69
Iter = 79 Max. abs. change = 0.00533 Deviance = 13096.58
Iter = 80 Max. abs. change = 0.00522 Deviance = 13096.48
Iter = 81 Max. abs. change = 0.00510 Deviance = 13096.37
Iter = 82 Max. abs. change = 0.00495 Deviance = 13096.27
Iter = 83 Max. abs. change = 0.00480 Deviance = 13096.18
Iter = 84 Max. abs. change = 0.00463 Deviance = 13096.09
Iter = 85 Max. abs. change = 0.00445 Deviance = 13096.01
Iter = 86 Max. abs. change = 0.00426 Deviance = 13095.93
Iter = 87 Max. abs. change = 0.00407 Deviance = 13095.86
Iter = 88 Max. abs. change = 0.00388 Deviance = 13095.79
Iter = 89 Max. abs. change = 0.00369 Deviance = 13095.73
Iter = 90 Max. abs. change = 0.00350 Deviance = 13095.67
Iter = 91 Max. abs. change = 0.00331 Deviance = 13095.62
Iter = 92 Max. abs. change = 0.00313 Deviance = 13095.57
Iter = 93 Max. abs. change = 0.00295 Deviance = 13095.53
Iter = 94 Max. abs. change = 0.00279 Deviance = 13095.49
Iter = 95 Max. abs. change = 0.00262 Deviance = 13095.45
Iter = 96 Max. abs. change = 0.00247 Deviance = 13095.42
Iter = 97 Max. abs. change = 0.00233 Deviance = 13095.39
Iter = 98 Max. abs. change = 0.00219 Deviance = 13095.37
Iter = 99 Max. abs. change = 0.00206 Deviance = 13095.34
Iter = 100 Max. abs. change = 0.00194 Deviance = 13095.32
Iter = 101 Max. abs. change = 0.00182 Deviance = 13095.30
Iter = 102 Max. abs. change = 0.00172 Deviance = 13095.29
Iter = 103 Max. abs. change = 0.00162 Deviance = 13095.27
Iter = 104 Max. abs. change = 0.00152 Deviance = 13095.25
Iter = 105 Max. abs. change = 0.00143 Deviance = 13095.24
Iter = 106 Max. abs. change = 0.00141 Deviance = 13095.23
Iter = 107 Max. abs. change = 0.00139 Deviance = 13095.21
Iter = 108 Max. abs. change = 0.00138 Deviance = 13095.20
Iter = 109 Max. abs. change = 0.00136 Deviance = 13095.19
Iter = 110 Max. abs. change = 0.00133 Deviance = 13095.18
Iter = 111 Max. abs. change = 0.00131 Deviance = 13095.17
Iter = 112 Max. abs. change = 0.00129 Deviance = 13095.16
Iter = 113 Max. abs. change = 0.00127 Deviance = 13095.15
Iter = 114 Max. abs. change = 0.00124 Deviance = 13095.15
Iter = 115 Max. abs. change = 0.00122 Deviance = 13095.14
Iter = 116 Max. abs. change = 0.00119 Deviance = 13095.13
Iter = 117 Max. abs. change = 0.00117 Deviance = 13095.12
Iter = 118 Max. abs. change = 0.00115 Deviance = 13095.12
Iter = 119 Max. abs. change = 0.00112 Deviance = 13095.11
Iter = 120 Max. abs. change = 0.00110 Deviance = 13095.11
Iter = 121 Max. abs. change = 0.00107 Deviance = 13095.10
Iter = 122 Max. abs. change = 0.00105 Deviance = 13095.09
Iter = 123 Max. abs. change = 0.00102 Deviance = 13095.09
Iter = 124 Max. abs. change = 0.00100 Deviance = 13095.08
Iter = 125 Max. abs. change = 0.00098 Deviance = 13095.08
Iter = 126 Max. abs. change = 0.00096 Deviance = 13095.07
Iter = 127 Max. abs. change = 0.00096 Deviance = 13095.07
Iter = 128 Max. abs. change = 0.50752 Deviance = 13095.06
Iter = 129 Max. abs. change = 0.26325 Deviance = 13095.06
Iter = 130 Max. abs. change = 0.12936 Deviance = 13095.05
Iter = 131 Max. abs. change = 0.05883 Deviance = 13095.05
Iter = 132 Max. abs. change = 0.02440 Deviance = 13095.05
Iter = 133 Max. abs. change = 0.00913 Deviance = 13095.04
Iter = 134 Max. abs. change = 0.00306 Deviance = 13095.04
Iter = 135 Max. abs. change = 0.00092 Deviance = 13095.03
Iter = 136 Max. abs. change = 0.00092 Deviance = 13095.03
Iter = 137 Max. abs. change = 0.00092 Deviance = 13095.03
Iter = 138 Max. abs. change = 0.00091 Deviance = 13095.02
Iter = 139 Max. abs. change = 0.00091 Deviance = 13095.02
Iter = 140 Max. abs. change = 0.00090 Deviance = 13095.02
Iter = 141 Max. abs. change = 0.00090 Deviance = 13095.01
Iter = 142 Max. abs. change = 0.00090 Deviance = 13095.01
Iter = 143 Max. abs. change = 0.00089 Deviance = 13095.01
Iter = 144 Max. abs. change = 0.00089 Deviance = 13095.00
Iter = 145 Max. abs. change = 0.00089 Deviance = 13095.00
Iter = 146 Max. abs. change = 0.00088 Deviance = 13095.00
Iter = 147 Max. abs. change = 0.00088 Deviance = 13094.99
Iter = 148 Max. abs. change = 0.00087 Deviance = 13094.99
Iter = 149 Max. abs. change = 0.00087 Deviance = 13094.99
Iter = 150 Max. abs. change = 0.00087 Deviance = 13094.99
Iter = 151 Max. abs. change = 0.00086 Deviance = 13094.98
Iter = 152 Max. abs. change = 0.00086 Deviance = 13094.98
Iter = 153 Max. abs. change = 0.00086 Deviance = 13094.98
Iter = 154 Max. abs. change = 0.00085 Deviance = 13094.98
Iter = 155 Max. abs. change = 0.00085 Deviance = 13094.97
Iter = 156 Max. abs. change = 0.00085 Deviance = 13094.97
Iter = 157 Max. abs. change = 0.00084 Deviance = 13094.97
Iter = 158 Max. abs. change = 0.00084 Deviance = 13094.97
Iter = 159 Max. abs. change = 0.00083 Deviance = 13094.96
Iter = 160 Max. abs. change = 0.00083 Deviance = 13094.96
Iter = 161 Max. abs. change = 0.00083 Deviance = 13094.96
Iter = 162 Max. abs. change = 0.00082 Deviance = 13094.96
Iter = 163 Max. abs. change = 0.00082 Deviance = 13094.96
Iter = 164 Max. abs. change = 0.00082 Deviance = 13094.95
Iter = 165 Max. abs. change = 0.00081 Deviance = 13094.95
Iter = 166 Max. abs. change = 0.00081 Deviance = 13094.95
Iter = 167 Max. abs. change = 0.00080 Deviance = 13094.95
Iter = 168 Max. abs. change = 0.00080 Deviance = 13094.95
Iter = 169 Max. abs. change = 0.00080 Deviance = 13094.94
Iter = 170 Max. abs. change = 0.00079 Deviance = 13094.94
Iter = 171 Max. abs. change = 0.00079 Deviance = 13094.94
Iter = 172 Max. abs. change = 0.00079 Deviance = 13094.94
Iter = 173 Max. abs. change = 0.00078 Deviance = 13094.94
Iter = 174 Max. abs. change = 0.00078 Deviance = 13094.94
Iter = 175 Max. abs. change = 0.00078 Deviance = 13094.93
Iter = 176 Max. abs. change = 0.00077 Deviance = 13094.93
Iter = 177 Max. abs. change = 0.00077 Deviance = 13094.93
Iter = 178 Max. abs. change = 0.00076 Deviance = 13094.93
Iter = 179 Max. abs. change = 0.00076 Deviance = 13094.93
Iter = 180 Max. abs. change = 0.00076 Deviance = 13094.93
Iter = 181 Max. abs. change = 0.00075 Deviance = 13094.92
Iter = 182 Max. abs. change = 0.00075 Deviance = 13094.92
Iter = 183 Max. abs. change = 0.00075 Deviance = 13094.92
Iter = 184 Max. abs. change = 0.00074 Deviance = 13094.92
Iter = 185 Max. abs. change = 0.00074 Deviance = 13094.92
Iter = 186 Max. abs. change = 0.00073 Deviance = 13094.92
Iter = 187 Max. abs. change = 0.00073 Deviance = 13094.92
Iter = 188 Max. abs. change = 0.00073 Deviance = 13094.91
Iter = 189 Max. abs. change = 0.00072 Deviance = 13094.91
Iter = 190 Max. abs. change = 0.00072 Deviance = 13094.91
Iter = 191 Max. abs. change = 0.00072 Deviance = 13094.91
Iter = 192 Max. abs. change = 0.00071 Deviance = 13094.91
Iter = 193 Max. abs. change = 0.00071 Deviance = 13094.91
Iter = 194 Max. abs. change = 0.00071 Deviance = 13094.91
Iter = 195 Max. abs. change = 0.00070 Deviance = 13094.91
Iter = 196 Max. abs. change = 0.00070 Deviance = 13094.90
Iter = 197 Max. abs. change = 0.00069 Deviance = 13094.90
Iter = 198 Max. abs. change = 0.00069 Deviance = 13094.90
Iter = 199 Max. abs. change = 0.00069 Deviance = 13094.90
Iter = 200 Max. abs. change = 0.00068 Deviance = 13094.90
Iter = 201 Max. abs. change = 0.00068 Deviance = 13094.90
Iter = 202 Max. abs. change = 0.00068 Deviance = 13094.90
Iter = 203 Max. abs. change = 0.00067 Deviance = 13094.90
Iter = 204 Max. abs. change = 0.00067 Deviance = 13094.90
Iter = 205 Max. abs. change = 0.00067 Deviance = 13094.89
Iter = 206 Max. abs. change = 0.00066 Deviance = 13094.89
Iter = 207 Max. abs. change = 0.00066 Deviance = 13094.89
Iter = 208 Max. abs. change = 0.00065 Deviance = 13094.89
Iter = 209 Max. abs. change = 0.00065 Deviance = 13094.89
Iter = 210 Max. abs. change = 0.00065 Deviance = 13094.89
Iter = 211 Max. abs. change = 0.00064 Deviance = 13094.89
Iter = 212 Max. abs. change = 0.00064 Deviance = 13094.89
Iter = 213 Max. abs. change = 0.00064 Deviance = 13094.89
Iter = 214 Max. abs. change = 0.00063 Deviance = 13094.89
Iter = 215 Max. abs. change = 0.00063 Deviance = 13094.88
Iter = 216 Max. abs. change = 0.00063 Deviance = 13094.88
Iter = 217 Max. abs. change = 0.00062 Deviance = 13094.88
Iter = 218 Max. abs. change = 0.00062 Deviance = 13094.88
Iter = 219 Max. abs. change = 0.00062 Deviance = 13094.88
Iter = 220 Max. abs. change = 0.00061 Deviance = 13094.88
Iter = 221 Max. abs. change = 0.00061 Deviance = 13094.88
Iter = 222 Max. abs. change = 0.00060 Deviance = 13094.88
Iter = 223 Max. abs. change = 0.00060 Deviance = 13094.88
Iter = 224 Max. abs. change = 0.00060 Deviance = 13094.88
Iter = 225 Max. abs. change = 0.00059 Deviance = 13094.88
Iter = 226 Max. abs. change = 0.00059 Deviance = 13094.88
Iter = 227 Max. abs. change = 0.00059 Deviance = 13094.87
Iter = 228 Max. abs. change = 0.00058 Deviance = 13094.87
Iter = 229 Max. abs. change = 0.00058 Deviance = 13094.87
Iter = 230 Max. abs. change = 0.00058 Deviance = 13094.87
Iter = 231 Max. abs. change = 0.00057 Deviance = 13094.87
Iter = 232 Max. abs. change = 0.00057 Deviance = 13094.87
Iter = 233 Max. abs. change = 0.00057 Deviance = 13094.87
Iter = 234 Max. abs. change = 0.00056 Deviance = 13094.87
Iter = 235 Max. abs. change = 0.00056 Deviance = 13094.87
Iter = 236 Max. abs. change = 0.00056 Deviance = 13094.87
Iter = 237 Max. abs. change = 0.00055 Deviance = 13094.87
Iter = 238 Max. abs. change = 0.00055 Deviance = 13094.87
Iter = 239 Max. abs. change = 0.00055 Deviance = 13094.87
Iter = 240 Max. abs. change = 0.00054 Deviance = 13094.87
Iter = 241 Max. abs. change = 0.00054 Deviance = 13094.87
Iter = 242 Max. abs. change = 0.00054 Deviance = 13094.86
Iter = 243 Max. abs. change = 0.00054 Deviance = 13094.86
Iter = 244 Max. abs. change = 0.00053 Deviance = 13094.86
Iter = 245 Max. abs. change = 0.00053 Deviance = 13094.86
Iter = 246 Max. abs. change = 0.00053 Deviance = 13094.86
Iter = 247 Max. abs. change = 0.00052 Deviance = 13094.86
Iter = 248 Max. abs. change = 0.00052 Deviance = 13094.86
Iter = 249 Max. abs. change = 0.00052 Deviance = 13094.86
Iter = 250 Max. abs. change = 0.00051 Deviance = 13094.86
Iter = 251 Max. abs. change = 0.00051 Deviance = 13094.86
Iter = 252 Max. abs. change = 0.00051 Deviance = 13094.86
Iter = 253 Max. abs. change = 0.00050 Deviance = 13094.86
Iter = 254 Max. abs. change = 0.00050 Deviance = 13094.86
Iter = 255 Max. abs. change = 0.00050 Deviance = 13094.86
Iter = 256 Max. abs. change = 0.00049 Deviance = 13094.86
Iter = 257 Max. abs. change = 0.00049 Deviance = 13094.86
Iter = 258 Max. abs. change = 0.00049 Deviance = 13094.86
Iter = 259 Max. abs. change = 0.00049 Deviance = 13094.86
Iter = 260 Max. abs. change = 0.00048 Deviance = 13094.85
Iter = 261 Max. abs. change = 0.00048 Deviance = 13094.85
Iter = 262 Max. abs. change = 0.00048 Deviance = 13094.85
Iter = 263 Max. abs. change = 0.00047 Deviance = 13094.85
Iter = 264 Max. abs. change = 0.00047 Deviance = 13094.85
Iter = 265 Max. abs. change = 0.00047 Deviance = 13094.85
Iter = 266 Max. abs. change = 0.00047 Deviance = 13094.85
Iter = 267 Max. abs. change = 0.00046 Deviance = 13094.85
Iter = 268 Max. abs. change = 0.00046 Deviance = 13094.85
Iter = 269 Max. abs. change = 0.00046 Deviance = 13094.85
Iter = 270 Max. abs. change = 0.00046 Deviance = 13094.85
Iter = 271 Max. abs. change = 0.00045 Deviance = 13094.85
Iter = 272 Max. abs. change = 0.00045 Deviance = 13094.85
Iter = 273 Max. abs. change = 0.00045 Deviance = 13094.85
Iter = 274 Max. abs. change = 0.00045 Deviance = 13094.85
Iter = 275 Max. abs. change = 0.00044 Deviance = 13094.85
Iter = 276 Max. abs. change = 0.00044 Deviance = 13094.85
Iter = 277 Max. abs. change = 0.00044 Deviance = 13094.85
Iter = 278 Max. abs. change = 0.00044 Deviance = 13094.85
Iter = 279 Max. abs. change = 0.00043 Deviance = 13094.85
Iter = 280 Max. abs. change = 0.00043 Deviance = 13094.85
Iter = 281 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 282 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 283 Max. abs. change = 0.00042 Deviance = 13094.84
Iter = 284 Max. abs. change = 0.00042 Deviance = 13094.84
Iter = 285 Max. abs. change = 0.00042 Deviance = 13094.84
Iter = 286 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 287 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 288 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 289 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 290 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 291 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 292 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 293 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 294 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 295 Max. abs. change = 0.00043 Deviance = 13094.84
Iter = 296 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 297 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 298 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 299 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 300 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 301 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 302 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 303 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 304 Max. abs. change = 0.00044 Deviance = 13094.84
Iter = 305 Max. abs. change = 0.00044 Deviance = 13094.83
Iter = 306 Max. abs. change = 0.00044 Deviance = 13094.83
Iter = 307 Max. abs. change = 0.00044 Deviance = 13094.83
Iter = 308 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 309 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 310 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 311 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 312 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 313 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 314 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 315 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 316 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 317 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 318 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 319 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 320 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 321 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 322 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 323 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 324 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 325 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 326 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 327 Max. abs. change = 0.00045 Deviance = 13094.83
Iter = 328 Max. abs. change = 0.00044 Deviance = 13094.83
Iter = 329 Max. abs. change = 0.00044 Deviance = 13094.83
Iter = 330 Max. abs. change = 0.00044 Deviance = 13094.82
Iter = 331 Max. abs. change = 0.00044 Deviance = 13094.82
Iter = 332 Max. abs. change = 0.00044 Deviance = 13094.82
Iter = 333 Max. abs. change = 0.00044 Deviance = 13094.82
Iter = 334 Max. abs. change = 0.00044 Deviance = 13094.82
Iter = 335 Max. abs. change = 0.00044 Deviance = 13094.82
Iter = 336 Max. abs. change = 0.00044 Deviance = 13094.82
Iter = 337 Max. abs. change = 0.00043 Deviance = 13094.82
Iter = 338 Max. abs. change = 0.00043 Deviance = 13094.82
Iter = 339 Max. abs. change = 0.00043 Deviance = 13094.82
Iter = 340 Max. abs. change = 0.00043 Deviance = 13094.82
Iter = 341 Max. abs. change = 0.00043 Deviance = 13094.82
Iter = 342 Max. abs. change = 0.00043 Deviance = 13094.82
Iter = 343 Max. abs. change = 0.00042 Deviance = 13094.82
Iter = 344 Max. abs. change = 0.00042 Deviance = 13094.82
Iter = 345 Max. abs. change = 0.00042 Deviance = 13094.82
Iter = 346 Max. abs. change = 0.00042 Deviance = 13094.82
Iter = 347 Max. abs. change = 0.00041 Deviance = 13094.82
Iter = 348 Max. abs. change = 0.00041 Deviance = 13094.82
Iter = 349 Max. abs. change = 0.00041 Deviance = 13094.82
Iter = 350 Max. abs. change = 0.00041 Deviance = 13094.82
Iter = 351 Max. abs. change = 0.00040 Deviance = 13094.82
Iter = 352 Max. abs. change = 0.00040 Deviance = 13094.82
Iter = 353 Max. abs. change = 0.00040 Deviance = 13094.82
Iter = 354 Max. abs. change = 0.00039 Deviance = 13094.82
Iter = 355 Max. abs. change = 0.00039 Deviance = 13094.81
Iter = 356 Max. abs. change = 0.00039 Deviance = 13094.81
Iter = 357 Max. abs. change = 0.00039 Deviance = 13094.81
Iter = 358 Max. abs. change = 0.00039 Deviance = 13094.81
Iter = 359 Max. abs. change = 0.00039 Deviance = 13094.81
Iter = 360 Max. abs. change = 0.00039 Deviance = 13094.81
Iter = 361 Max. abs. change = 0.00038 Deviance = 13094.81
Iter = 362 Max. abs. change = 0.00038 Deviance = 13094.81
Iter = 363 Max. abs. change = 0.00038 Deviance = 13094.81
Iter = 364 Max. abs. change = 0.00038 Deviance = 13094.81
Iter = 365 Max. abs. change = 0.00038 Deviance = 13094.81
Iter = 366 Max. abs. change = 0.00038 Deviance = 13094.81
Iter = 367 Max. abs. change = 0.00038 Deviance = 13094.81
Iter = 368 Max. abs. change = 0.00037 Deviance = 13094.81
Iter = 369 Max. abs. change = 0.00037 Deviance = 13094.81
Iter = 370 Max. abs. change = 0.00037 Deviance = 13094.81
Iter = 371 Max. abs. change = 0.00037 Deviance = 13094.81
Iter = 372 Max. abs. change = 0.00037 Deviance = 13094.81
Iter = 373 Max. abs. change = 0.00036 Deviance = 13094.81
Iter = 374 Max. abs. change = 0.00036 Deviance = 13094.81
Iter = 375 Max. abs. change = 0.00036 Deviance = 13094.81
Iter = 376 Max. abs. change = 0.00036 Deviance = 13094.81
Iter = 377 Max. abs. change = 0.00035 Deviance = 13094.81
Iter = 378 Max. abs. change = 0.00035 Deviance = 13094.81
Iter = 379 Max. abs. change = 0.00035 Deviance = 13094.81
Iter = 380 Max. abs. change = 0.00035 Deviance = 13094.81
Iter = 381 Max. abs. change = 0.00034 Deviance = 13094.81
Iter = 382 Max. abs. change = 0.00034 Deviance = 13094.80
Iter = 383 Max. abs. change = 0.00034 Deviance = 13094.80
Iter = 384 Max. abs. change = 0.00033 Deviance = 13094.80
Iter = 385 Max. abs. change = 0.00033 Deviance = 13094.80
Iter = 386 Max. abs. change = 0.00033 Deviance = 13094.80
Iter = 387 Max. abs. change = 0.00032 Deviance = 13094.80
Iter = 388 Max. abs. change = 0.00032 Deviance = 13094.80
Iter = 389 Max. abs. change = 0.00032 Deviance = 13094.80
Iter = 390 Max. abs. change = 0.00031 Deviance = 13094.80
Iter = 391 Max. abs. change = 0.00031 Deviance = 13094.80
Iter = 392 Max. abs. change = 0.00031 Deviance = 13094.80
Iter = 393 Max. abs. change = 0.00030 Deviance = 13094.80
Iter = 394 Max. abs. change = 0.00030 Deviance = 13094.80
Iter = 395 Max. abs. change = 0.00030 Deviance = 13094.80
Iter = 396 Max. abs. change = 0.00029 Deviance = 13094.80
Iter = 397 Max. abs. change = 0.00029 Deviance = 13094.80
Iter = 398 Max. abs. change = 0.00029 Deviance = 13094.80
Iter = 399 Max. abs. change = 0.00028 Deviance = 13094.80
Iter = 400 Max. abs. change = 0.00028 Deviance = 13094.80
Iter = 401 Max. abs. change = 0.00028 Deviance = 13094.80
Iter = 402 Max. abs. change = 0.00027 Deviance = 13094.80
Iter = 403 Max. abs. change = 0.00027 Deviance = 13094.80
Iter = 404 Max. abs. change = 0.00027 Deviance = 13094.80
Iter = 405 Max. abs. change = 0.00026 Deviance = 13094.80
Iter = 406 Max. abs. change = 0.00026 Deviance = 13094.80
Iter = 407 Max. abs. change = 0.00026 Deviance = 13094.80
Iter = 408 Max. abs. change = 0.00025 Deviance = 13094.80
Iter = 409 Max. abs. change = 0.00025 Deviance = 13094.80
Iter = 410 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 411 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 412 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 413 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 414 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 415 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 416 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 417 Max. abs. change = 0.00024 Deviance = 13094.80
Iter = 418 Max. abs. change = 0.00023 Deviance = 13094.79
Iter = 419 Max. abs. change = 0.00023 Deviance = 13094.79
Iter = 420 Max. abs. change = 0.00023 Deviance = 13094.79
Iter = 421 Max. abs. change = 0.00023 Deviance = 13094.79
Iter = 422 Max. abs. change = 0.00023 Deviance = 13094.79
Iter = 423 Max. abs. change = 0.00023 Deviance = 13094.79
Iter = 424 Max. abs. change = 0.00023 Deviance = 13094.79
Iter = 425 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 426 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 427 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 428 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 429 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 430 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 431 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 432 Max. abs. change = 0.00022 Deviance = 13094.79
Iter = 433 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 434 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 435 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 436 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 437 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 438 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 439 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 440 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 441 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 442 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 443 Max. abs. change = 0.00021 Deviance = 13094.79
Iter = 444 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 445 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 446 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 447 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 448 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 449 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 450 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 451 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 452 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 453 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 454 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 455 Max. abs. change = 0.00020 Deviance = 13094.79
Iter = 456 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 457 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 458 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 459 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 460 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 461 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 462 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 463 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 464 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 465 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 466 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 467 Max. abs. change = 0.00019 Deviance = 13094.79
Iter = 468 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 469 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 470 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 471 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 472 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 473 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 474 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 475 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 476 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 477 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 478 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 479 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 480 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 481 Max. abs. change = 0.00018 Deviance = 13094.79
Iter = 482 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 483 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 484 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 485 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 486 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 487 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 488 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 489 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 490 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 491 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 492 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 493 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 494 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 495 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 496 Max. abs. change = 0.00017 Deviance = 13094.79
Iter = 497 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 498 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 499 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 500 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 501 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 502 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 503 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 504 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 505 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 506 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 507 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 508 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 509 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 510 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 511 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 512 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 513 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 514 Max. abs. change = 0.00016 Deviance = 13094.79
Iter = 515 Max. abs. change = 0.00015 Deviance = 13094.79
Iter = 516 Max. abs. change = 0.00015 Deviance = 13094.79
Iter = 517 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 518 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 519 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 520 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 521 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 522 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 523 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 524 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 525 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 526 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 527 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 528 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 529 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 530 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 531 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 532 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 533 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 534 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 535 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 536 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 537 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 538 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 539 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 540 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 541 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 542 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 543 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 544 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 545 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 546 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 547 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 548 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 549 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 550 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 551 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 552 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 553 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 554 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 555 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 556 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 557 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 558 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 559 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 560 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 561 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 562 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 563 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 564 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 565 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 566 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 567 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 568 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 569 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 570 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 571 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 572 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 573 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 574 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 575 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 576 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 577 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 578 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 579 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 580 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 581 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 582 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 583 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 584 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 585 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 586 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 587 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 588 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 589 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 590 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 591 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 592 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 593 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 594 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 595 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 596 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 597 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 598 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 599 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 600 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 601 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 602 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 603 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 604 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 605 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 606 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 607 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 608 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 609 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 610 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 611 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 612 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 613 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 614 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 615 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 616 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 617 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 618 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 619 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 620 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 621 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 622 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 623 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 624 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 625 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 626 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 627 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 628 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 629 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 630 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 631 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 632 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 633 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 634 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 635 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 636 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 637 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 638 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 639 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 640 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 641 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 642 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 643 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 644 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 645 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 646 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 647 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 648 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 649 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 650 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 651 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 652 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 653 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 654 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 655 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 656 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 657 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 658 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 659 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 660 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 661 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 662 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 663 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 664 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 665 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 666 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 667 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 668 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 669 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 670 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 671 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 672 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 673 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 674 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 675 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 676 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 677 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 678 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 679 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 680 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 681 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 682 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 683 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 684 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 685 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 686 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 687 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 688 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 689 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 690 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 691 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 692 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 693 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 694 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 695 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 696 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 697 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 698 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 699 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 700 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 701 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 702 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 703 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 704 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 705 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 706 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 707 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 708 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 709 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 710 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 711 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 712 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 713 Max. abs. change = 0.00013 Deviance = 13094.78
Iter = 714 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 715 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 716 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 717 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 718 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 719 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 720 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 721 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 722 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 723 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 724 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 725 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 726 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 727 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 728 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 729 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 730 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 731 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 732 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 733 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 734 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 735 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 736 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 737 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 738 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 739 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 740 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 741 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 742 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 743 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 744 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 745 Max. abs. change = 0.00014 Deviance = 13094.78
Iter = 746 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 747 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 748 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 749 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 750 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 751 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 752 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 753 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 754 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 755 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 756 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 757 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 758 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 759 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 760 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 761 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 762 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 763 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 764 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 765 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 766 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 767 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 768 Max. abs. change = 0.00015 Deviance = 13094.78
Iter = 769 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 770 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 771 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 772 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 773 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 774 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 775 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 776 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 777 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 778 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 779 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 780 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 781 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 782 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 783 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 784 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 785 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 786 Max. abs. change = 0.00016 Deviance = 13094.78
Iter = 787 Max. abs. change = 0.00017 Deviance = 13094.78
Iter = 788 Max. abs. change = 0.00017 Deviance = 13094.78
Iter = 789 Max. abs. change = 0.00017 Deviance = 13094.78
Iter = 790 Max. abs. change = 0.00017 Deviance = 13094.78
Iter = 791 Max. abs. change = 0.00017 Deviance = 13094.78
Iter = 792 Max. abs. change = 0.00017 Deviance = 13094.78
Iter = 793 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 794 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 795 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 796 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 797 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 798 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 799 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 800 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 801 Max. abs. change = 0.00017 Deviance = 13094.77
Iter = 802 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 803 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 804 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 805 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 806 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 807 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 808 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 809 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 810 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 811 Max. abs. change = 0.00018 Deviance = 13094.77
Iter = 812 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 813 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 814 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 815 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 816 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 817 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 818 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 819 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 820 Max. abs. change = 0.00019 Deviance = 13094.77
Iter = 821 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 822 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 823 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 824 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 825 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 826 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 827 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 828 Max. abs. change = 0.00020 Deviance = 13094.77
Iter = 829 Max. abs. change = 0.00021 Deviance = 13094.77
Iter = 830 Max. abs. change = 0.00021 Deviance = 13094.77
Iter = 831 Max. abs. change = 0.00021 Deviance = 13094.77
Iter = 832 Max. abs. change = 0.00021 Deviance = 13094.77
Iter = 833 Max. abs. change = 0.00021 Deviance = 13094.77
Iter = 834 Max. abs. change = 0.00021 Deviance = 13094.77
Iter = 835 Max. abs. change = 0.00021 Deviance = 13094.77
Iter = 836 Max. abs. change = 0.00022 Deviance = 13094.77
Iter = 837 Max. abs. change = 0.00022 Deviance = 13094.77
Iter = 838 Max. abs. change = 0.00022 Deviance = 13094.77
Iter = 839 Max. abs. change = 0.00022 Deviance = 13094.77
Iter = 840 Max. abs. change = 0.00022 Deviance = 13094.77
Iter = 841 Max. abs. change = 0.00022 Deviance = 13094.77
Iter = 842 Max. abs. change = 0.00022 Deviance = 13094.77
Iter = 843 Max. abs. change = 0.00023 Deviance = 13094.77
Iter = 844 Max. abs. change = 0.00023 Deviance = 13094.77
Iter = 845 Max. abs. change = 0.00023 Deviance = 13094.77
Iter = 846 Max. abs. change = 0.00023 Deviance = 13094.77
Iter = 847 Max. abs. change = 0.00023 Deviance = 13094.77
Iter = 848 Max. abs. change = 0.00023 Deviance = 13094.77
Iter = 849 Max. abs. change = 0.00024 Deviance = 13094.77
Iter = 850 Max. abs. change = 0.00024 Deviance = 13094.77
Iter = 851 Max. abs. change = 0.00024 Deviance = 13094.77
Iter = 852 Max. abs. change = 0.00024 Deviance = 13094.77
Iter = 853 Max. abs. change = 0.00024 Deviance = 13094.77
Iter = 854 Max. abs. change = 0.00025 Deviance = 13094.77
Iter = 855 Max. abs. change = 0.00025 Deviance = 13094.77
Iter = 856 Max. abs. change = 0.00025 Deviance = 13094.77
Iter = 857 Max. abs. change = 0.00025 Deviance = 13094.77
Iter = 858 Max. abs. change = 0.00025 Deviance = 13094.77
Iter = 859 Max. abs. change = 0.00026 Deviance = 13094.77
Iter = 860 Max. abs. change = 0.00026 Deviance = 13094.77
Iter = 861 Max. abs. change = 0.00026 Deviance = 13094.77
Iter = 862 Max. abs. change = 0.00026 Deviance = 13094.77
Iter = 863 Max. abs. change = 0.00026 Deviance = 13094.77
Iter = 864 Max. abs. change = 0.00027 Deviance = 13094.77
Iter = 865 Max. abs. change = 0.00027 Deviance = 13094.77
Iter = 866 Max. abs. change = 0.00027 Deviance = 13094.77
Iter = 867 Max. abs. change = 0.00027 Deviance = 13094.77
Iter = 868 Max. abs. change = 0.00027 Deviance = 13094.77
Iter = 869 Max. abs. change = 0.00028 Deviance = 13094.77
Iter = 870 Max. abs. change = 0.00028 Deviance = 13094.77
Iter = 871 Max. abs. change = 0.00028 Deviance = 13094.77
Iter = 872 Max. abs. change = 0.00028 Deviance = 13094.77
Iter = 873 Max. abs. change = 0.00029 Deviance = 13094.77
Iter = 874 Max. abs. change = 0.00029 Deviance = 13094.77
Iter = 875 Max. abs. change = 0.00029 Deviance = 13094.77
Iter = 876 Max. abs. change = 0.00029 Deviance = 13094.77
Iter = 877 Max. abs. change = 0.00030 Deviance = 13094.77
Iter = 878 Max. abs. change = 0.00030 Deviance = 13094.77
Iter = 879 Max. abs. change = 0.00030 Deviance = 13094.77
Iter = 880 Max. abs. change = 0.00030 Deviance = 13094.77
Iter = 881 Max. abs. change = 0.00031 Deviance = 13094.77
Iter = 882 Max. abs. change = 0.00031 Deviance = 13094.77
Iter = 883 Max. abs. change = 0.00031 Deviance = 13094.77
Iter = 884 Max. abs. change = 0.00032 Deviance = 13094.77
Iter = 885 Max. abs. change = 0.00032 Deviance = 13094.77
Iter = 886 Max. abs. change = 0.00032 Deviance = 13094.77
Iter = 887 Max. abs. change = 0.00033 Deviance = 13094.77
Iter = 888 Max. abs. change = 0.00033 Deviance = 13094.77
Iter = 889 Max. abs. change = 0.00033 Deviance = 13094.77
Iter = 890 Max. abs. change = 0.00033 Deviance = 13094.77
Iter = 891 Max. abs. change = 0.00034 Deviance = 13094.77
Iter = 892 Max. abs. change = 0.00034 Deviance = 13094.77
Iter = 893 Max. abs. change = 0.00034 Deviance = 13094.77
Iter = 894 Max. abs. change = 0.00035 Deviance = 13094.77
Iter = 895 Max. abs. change = 0.00035 Deviance = 13094.77
Iter = 896 Max. abs. change = 0.00035 Deviance = 13094.77
Iter = 897 Max. abs. change = 0.00036 Deviance = 13094.77
Iter = 898 Max. abs. change = 0.00036 Deviance = 13094.76
Iter = 899 Max. abs. change = 0.00037 Deviance = 13094.76
Iter = 900 Max. abs. change = 0.00037 Deviance = 13094.76
Iter = 901 Max. abs. change = 0.00037 Deviance = 13094.76
Iter = 902 Max. abs. change = 0.00038 Deviance = 13094.76
Iter = 903 Max. abs. change = 0.00038 Deviance = 13094.76
Iter = 904 Max. abs. change = 0.00038 Deviance = 13094.76
Iter = 905 Max. abs. change = 0.00039 Deviance = 13094.76
Iter = 906 Max. abs. change = 0.00039 Deviance = 13094.76
Iter = 907 Max. abs. change = 0.00040 Deviance = 13094.76
Iter = 908 Max. abs. change = 0.00040 Deviance = 13094.76
Iter = 909 Max. abs. change = 0.00040 Deviance = 13094.76
Iter = 910 Max. abs. change = 0.00041 Deviance = 13094.76
Iter = 911 Max. abs. change = 0.00041 Deviance = 13094.76
Iter = 912 Max. abs. change = 0.00042 Deviance = 13094.76
Iter = 913 Max. abs. change = 0.00042 Deviance = 13094.76
Iter = 914 Max. abs. change = 0.00043 Deviance = 13094.76
Iter = 915 Max. abs. change = 0.00043 Deviance = 13094.76
Iter = 916 Max. abs. change = 0.00044 Deviance = 13094.76
Iter = 917 Max. abs. change = 0.00044 Deviance = 13094.76
Iter = 918 Max. abs. change = 0.00045 Deviance = 13094.76
Iter = 919 Max. abs. change = 0.00045 Deviance = 13094.76
Iter = 920 Max. abs. change = 0.00046 Deviance = 13094.76
Iter = 921 Max. abs. change = 0.00046 Deviance = 13094.76
Iter = 922 Max. abs. change = 0.00047 Deviance = 13094.76
Iter = 923 Max. abs. change = 0.00047 Deviance = 13094.76
Iter = 924 Max. abs. change = 0.00048 Deviance = 13094.76
Iter = 925 Max. abs. change = 0.00048 Deviance = 13094.76
Iter = 926 Max. abs. change = 0.00049 Deviance = 13094.76
Iter = 927 Max. abs. change = 0.00050 Deviance = 13094.76
Iter = 928 Max. abs. change = 0.00050 Deviance = 13094.76
Iter = 929 Max. abs. change = 0.00051 Deviance = 13094.76
Iter = 930 Max. abs. change = 0.00051 Deviance = 13094.76
Iter = 931 Max. abs. change = 0.00052 Deviance = 13094.76
Iter = 932 Max. abs. change = 0.00053 Deviance = 13094.76
Iter = 933 Max. abs. change = 0.00053 Deviance = 13094.76
Iter = 934 Max. abs. change = 0.00054 Deviance = 13094.76
Iter = 935 Max. abs. change = 0.00055 Deviance = 13094.76
Iter = 936 Max. abs. change = 0.00055 Deviance = 13094.76
Iter = 937 Max. abs. change = 0.00056 Deviance = 13094.76
Iter = 938 Max. abs. change = 0.00057 Deviance = 13094.75
Iter = 939 Max. abs. change = 0.00057 Deviance = 13094.75
Iter = 940 Max. abs. change = 0.00058 Deviance = 13094.75
Iter = 941 Max. abs. change = 0.00059 Deviance = 13094.75
Iter = 942 Max. abs. change = 0.00060 Deviance = 13094.75
Iter = 943 Max. abs. change = 0.00060 Deviance = 13094.75
Iter = 944 Max. abs. change = 0.00061 Deviance = 13094.75
Iter = 945 Max. abs. change = 0.00062 Deviance = 13094.75
Iter = 946 Max. abs. change = 0.00063 Deviance = 13094.75
Iter = 947 Max. abs. change = 0.00064 Deviance = 13094.75
Iter = 948 Max. abs. change = 0.00064 Deviance = 13094.75
Iter = 949 Max. abs. change = 0.00065 Deviance = 13094.75
Iter = 950 Max. abs. change = 0.00066 Deviance = 13094.75
Iter = 951 Max. abs. change = 0.00067 Deviance = 13094.75
Iter = 952 Max. abs. change = 0.00068 Deviance = 13094.75
Iter = 953 Max. abs. change = 0.00069 Deviance = 13094.75
Iter = 954 Max. abs. change = 0.00070 Deviance = 13094.75
Iter = 955 Max. abs. change = 0.00071 Deviance = 13094.75
Iter = 956 Max. abs. change = 0.00072 Deviance = 13094.75
Iter = 957 Max. abs. change = 0.00073 Deviance = 13094.75
Iter = 958 Max. abs. change = 0.00074 Deviance = 13094.75
Iter = 959 Max. abs. change = 0.00075 Deviance = 13094.75
Iter = 960 Max. abs. change = 0.00076 Deviance = 13094.74
Iter = 961 Max. abs. change = 0.00077 Deviance = 13094.74
Iter = 962 Max. abs. change = 0.00078 Deviance = 13094.74
Iter = 963 Max. abs. change = 0.00079 Deviance = 13094.74
Iter = 964 Max. abs. change = 0.00080 Deviance = 13094.74
Iter = 965 Max. abs. change = 0.00081 Deviance = 13094.74
Iter = 966 Max. abs. change = 0.00082 Deviance = 13094.74
Iter = 967 Max. abs. change = 0.00084 Deviance = 13094.74
Iter = 968 Max. abs. change = 0.00085 Deviance = 13094.74
Iter = 969 Max. abs. change = 0.00086 Deviance = 13094.74
Iter = 970 Max. abs. change = 0.00087 Deviance = 13094.74
Iter = 971 Max. abs. change = 0.00089 Deviance = 13094.74
Iter = 972 Max. abs. change = 0.00090 Deviance = 13094.74
Iter = 973 Max. abs. change = 0.00091 Deviance = 13094.74
Iter = 974 Max. abs. change = 0.00093 Deviance = 13094.74
Iter = 975 Max. abs. change = 0.00094 Deviance = 13094.74
Iter = 976 Max. abs. change = 0.00096 Deviance = 13094.73
Iter = 977 Max. abs. change = 0.00097 Deviance = 13094.73
Iter = 978 Max. abs. change = 0.00099 Deviance = 13094.73
Iter = 979 Max. abs. change = 0.00100 Deviance = 13094.73
Iter = 980 Max. abs. change = 0.00102 Deviance = 13094.73
Iter = 981 Max. abs. change = 0.00103 Deviance = 13094.73
Iter = 982 Max. abs. change = 0.00105 Deviance = 13094.73
Iter = 983 Max. abs. change = 0.00106 Deviance = 13094.73
Iter = 984 Max. abs. change = 0.00108 Deviance = 13094.73
Iter = 985 Max. abs. change = 0.00110 Deviance = 13094.73
Iter = 986 Max. abs. change = 0.00111 Deviance = 13094.73
Iter = 987 Max. abs. change = 0.00113 Deviance = 13094.73
Iter = 988 Max. abs. change = 0.00115 Deviance = 13094.72
Iter = 989 Max. abs. change = 0.00117 Deviance = 13094.72
Iter = 990 Max. abs. change = 0.00119 Deviance = 13094.72
Iter = 991 Max. abs. change = 0.00121 Deviance = 13094.72
Iter = 992 Max. abs. change = 0.00122 Deviance = 13094.72
Iter = 993 Max. abs. change = 0.00124 Deviance = 13094.72
Iter = 994 Max. abs. change = 0.00126 Deviance = 13094.72
Iter = 995 Max. abs. change = 0.00128 Deviance = 13094.72
Iter = 996 Max. abs. change = 0.00131 Deviance = 13094.72
Iter = 997 Max. abs. change = 0.00133 Deviance = 13094.72
Iter = 998 Max. abs. change = 0.00135 Deviance = 13094.71
Iter = 999 Max. abs. change = 0.00137 Deviance = 13094.71
Iter = 1000 Max. abs. change = 0.00139 Deviance = 13094.71
Iter = 1001 Max. abs. change = 0.00142 Deviance = 13094.71
Iter = 1002 Max. abs. change = 0.00144 Deviance = 13094.71
Iter = 1003 Max. abs. change = 0.00146 Deviance = 13094.71
Iter = 1004 Max. abs. change = 0.00149 Deviance = 13094.71
Iter = 1005 Max. abs. change = 0.00151 Deviance = 13094.71
Iter = 1006 Max. abs. change = 0.00154 Deviance = 13094.70
Iter = 1007 Max. abs. change = 0.00156 Deviance = 13094.70
Iter = 1008 Max. abs. change = 0.00159 Deviance = 13094.70
Iter = 1009 Max. abs. change = 0.00161 Deviance = 13094.70
Iter = 1010 Max. abs. change = 0.00164 Deviance = 13094.70
Iter = 1011 Max. abs. change = 0.00167 Deviance = 13094.70
Iter = 1012 Max. abs. change = 0.00169 Deviance = 13094.70
Iter = 1013 Max. abs. change = 0.00172 Deviance = 13094.69
Iter = 1014 Max. abs. change = 0.00175 Deviance = 13094.69
Iter = 1015 Max. abs. change = 0.00178 Deviance = 13094.69
Iter = 1016 Max. abs. change = 0.00181 Deviance = 13094.69
Iter = 1017 Max. abs. change = 0.00184 Deviance = 13094.69
Iter = 1018 Max. abs. change = 0.00186 Deviance = 13094.69
Iter = 1019 Max. abs. change = 0.00189 Deviance = 13094.68
Iter = 1020 Max. abs. change = 0.00192 Deviance = 13094.68
Iter = 1021 Max. abs. change = 0.00195 Deviance = 13094.68
Iter = 1022 Max. abs. change = 0.00199 Deviance = 13094.68
Iter = 1023 Max. abs. change = 0.00202 Deviance = 13094.68
Iter = 1024 Max. abs. change = 0.00205 Deviance = 13094.67
Iter = 1025 Max. abs. change = 0.00208 Deviance = 13094.67
Iter = 1026 Max. abs. change = 0.00211 Deviance = 13094.67
Iter = 1027 Max. abs. change = 0.00214 Deviance = 13094.67
Iter = 1028 Max. abs. change = 0.00217 Deviance = 13094.67
Iter = 1029 Max. abs. change = 0.00220 Deviance = 13094.66
Iter = 1030 Max. abs. change = 0.00223 Deviance = 13094.66
Iter = 1031 Max. abs. change = 0.00226 Deviance = 13094.66
Iter = 1032 Max. abs. change = 0.00229 Deviance = 13094.66
Iter = 1033 Max. abs. change = 0.00232 Deviance = 13094.66
Iter = 1034 Max. abs. change = 0.00235 Deviance = 13094.65
Iter = 1035 Max. abs. change = 0.00237 Deviance = 13094.65
Iter = 1036 Max. abs. change = 0.00240 Deviance = 13094.65
Iter = 1037 Max. abs. change = 0.00242 Deviance = 13094.65
Iter = 1038 Max. abs. change = 0.00245 Deviance = 13094.64
Iter = 1039 Max. abs. change = 0.00247 Deviance = 13094.64
Iter = 1040 Max. abs. change = 0.00249 Deviance = 13094.64
Iter = 1041 Max. abs. change = 0.00250 Deviance = 13094.64
Iter = 1042 Max. abs. change = 0.00252 Deviance = 13094.63
Iter = 1043 Max. abs. change = 0.00253 Deviance = 13094.63
Iter = 1044 Max. abs. change = 0.00254 Deviance = 13094.63
Iter = 1045 Max. abs. change = 0.00254 Deviance = 13094.62
Iter = 1046 Max. abs. change = 0.00254 Deviance = 13094.62
Iter = 1047 Max. abs. change = 0.00254 Deviance = 13094.62
Iter = 1048 Max. abs. change = 0.00254 Deviance = 13094.62
Iter = 1049 Max. abs. change = 0.00253 Deviance = 13094.61
Iter = 1050 Max. abs. change = 0.00251 Deviance = 13094.61
Iter = 1051 Max. abs. change = 0.00249 Deviance = 13094.61
Iter = 1052 Max. abs. change = 0.00248 Deviance = 13094.60
Iter = 1053 Max. abs. change = 0.00248 Deviance = 13094.60
Iter = 1054 Max. abs. change = 0.00248 Deviance = 13094.60
Iter = 1055 Max. abs. change = 0.00247 Deviance = 13094.60
Iter = 1056 Max. abs. change = 0.00245 Deviance = 13094.59
Iter = 1057 Max. abs. change = 0.00243 Deviance = 13094.59
Iter = 1058 Max. abs. change = 0.00241 Deviance = 13094.59
Iter = 1059 Max. abs. change = 0.00238 Deviance = 13094.58
Iter = 1060 Max. abs. change = 0.00235 Deviance = 13094.58
Iter = 1061 Max. abs. change = 0.00231 Deviance = 13094.58
Iter = 1062 Max. abs. change = 0.00227 Deviance = 13094.58
Iter = 1063 Max. abs. change = 0.00224 Deviance = 13094.57
Iter = 1064 Max. abs. change = 0.00220 Deviance = 13094.57
Iter = 1065 Max. abs. change = 0.00216 Deviance = 13094.57
Iter = 1066 Max. abs. change = 0.00212 Deviance = 13094.56
Iter = 1067 Max. abs. change = 0.00210 Deviance = 13094.56
Iter = 1068 Max. abs. change = 0.00207 Deviance = 13094.56
Iter = 1069 Max. abs. change = 0.00206 Deviance = 13094.56
Iter = 1070 Max. abs. change = 0.00207 Deviance = 13094.55
Iter = 1071 Max. abs. change = 0.00209 Deviance = 13094.55
Iter = 1072 Max. abs. change = 0.00214 Deviance = 13094.55
Iter = 1073 Max. abs. change = 0.00221 Deviance = 13094.54
Iter = 1074 Max. abs. change = 0.00232 Deviance = 13094.54
Iter = 1075 Max. abs. change = 0.00247 Deviance = 13094.54
Iter = 1076 Max. abs. change = 0.00267 Deviance = 13094.53
Iter = 1077 Max. abs. change = 0.00293 Deviance = 13094.53
Iter = 1078 Max. abs. change = 0.00326 Deviance = 13094.52
Iter = 1079 Max. abs. change = 0.00366 Deviance = 13094.51
Iter = 1080 Max. abs. change = 0.00414 Deviance = 13094.50
Iter = 1081 Max. abs. change = 0.00476 Deviance = 13094.49
Iter = 1082 Max. abs. change = 0.00560 Deviance = 13094.48
Iter = 1083 Max. abs. change = 0.00650 Deviance = 13094.47
Iter = 1084 Max. abs. change = 0.00744 Deviance = 13094.45
Iter = 1085 Max. abs. change = 0.00834 Deviance = 13094.43
Iter = 1086 Max. abs. change = 0.00916 Deviance = 13094.41
Iter = 1087 Max. abs. change = 0.00980 Deviance = 13094.39
Iter = 1088 Max. abs. change = 0.01019 Deviance = 13094.37
Iter = 1089 Max. abs. change = 0.01030 Deviance = 13094.35
Iter = 1090 Max. abs. change = 0.01009 Deviance = 13094.33
Iter = 1091 Max. abs. change = 0.00959 Deviance = 13094.31
Iter = 1092 Max. abs. change = 0.00887 Deviance = 13094.29
Iter = 1093 Max. abs. change = 0.00800 Deviance = 13094.28
Iter = 1094 Max. abs. change = 0.00708 Deviance = 13094.26
Iter = 1095 Max. abs. change = 0.00633 Deviance = 13094.26
Iter = 1096 Max. abs. change = 0.00559 Deviance = 13094.25
Iter = 1097 Max. abs. change = 0.00489 Deviance = 13094.24
Iter = 1098 Max. abs. change = 0.00425 Deviance = 13094.24
Iter = 1099 Max. abs. change = 0.00367 Deviance = 13094.23
Iter = 1100 Max. abs. change = 0.00317 Deviance = 13094.23
Iter = 1101 Max. abs. change = 0.00274 Deviance = 13094.23
Iter = 1102 Max. abs. change = 0.00237 Deviance = 13094.23
Iter = 1103 Max. abs. change = 0.00205 Deviance = 13094.23
Iter = 1104 Max. abs. change = 0.00177 Deviance = 13094.23
Iter = 1105 Max. abs. change = 0.00154 Deviance = 13094.22
Iter = 1106 Max. abs. change = 0.00135 Deviance = 13094.22
Iter = 1107 Max. abs. change = 0.00118 Deviance = 13094.22
Iter = 1108 Max. abs. change = 0.00104 Deviance = 13094.22
Iter = 1109 Max. abs. change = 0.00091 Deviance = 13094.22
Iter = 1110 Max. abs. change = 0.00081 Deviance = 13094.22
Iter = 1111 Max. abs. change = 0.00072 Deviance = 13094.22
Iter = 1112 Max. abs. change = 0.00064 Deviance = 13094.22
Iter = 1113 Max. abs. change = 0.00057 Deviance = 13094.22
Iter = 1114 Max. abs. change = 0.00051 Deviance = 13094.22
Iter = 1115 Max. abs. change = 0.00046 Deviance = 13094.22
Iter = 1116 Max. abs. change = 0.00042 Deviance = 13094.22
Iter = 1117 Max. abs. change = 0.00038 Deviance = 13094.22
Iter = 1118 Max. abs. change = 0.00034 Deviance = 13094.22
Iter = 1119 Max. abs. change = 0.00031 Deviance = 13094.22
Iter = 1120 Max. abs. change = 0.00028 Deviance = 13094.22
Iter = 1121 Max. abs. change = 0.00026 Deviance = 13094.22
Iter = 1122 Max. abs. change = 0.00024 Deviance = 13094.22
Iter = 1123 Max. abs. change = 0.00022 Deviance = 13094.22
Iter = 1124 Max. abs. change = 0.00020 Deviance = 13094.22
Iter = 1125 Max. abs. change = 0.00018 Deviance = 13094.22
Iter = 1126 Max. abs. change = 0.00017 Deviance = 13094.22
Iter = 1127 Max. abs. change = 0.00016 Deviance = 13094.22
Iter = 1128 Max. abs. change = 0.00014 Deviance = 13094.22
Iter = 1129 Max. abs. change = 0.00013 Deviance = 13094.22
Iter = 1130 Max. abs. change = 0.00012 Deviance = 13094.22
Iter = 1131 Max. abs. change = 0.00011 Deviance = 13094.22
Iter = 1132 Max. abs. change = 0.00011 Deviance = 13094.22
Iter = 1133 Max. abs. change = 0.00010 Deviance = 13094.22
plot(CDM.obj)
################################################################
# Example 3: validation object (Hull plot) #
################################################################
MQ <- sim.MQ(Q, 0.1)
#> rate of mis-specifications = 0.1
#> rate of over-specifications = 0.05
#> rate of under-specifications = 0.05
CDM.obj <- CDM(data.obj$dat, MQ)
#>
Iter = 1 Max. abs. change = 0.38821 Deviance = 15020.27
Iter = 2 Max. abs. change = 0.07103 Deviance = 13317.06
Iter = 3 Max. abs. change = 0.05373 Deviance = 13235.17
Iter = 4 Max. abs. change = 0.03910 Deviance = 13205.62
Iter = 5 Max. abs. change = 0.03023 Deviance = 13188.53
Iter = 6 Max. abs. change = 0.02691 Deviance = 13176.57
Iter = 7 Max. abs. change = 0.02731 Deviance = 13167.68
Iter = 8 Max. abs. change = 0.02728 Deviance = 13160.98
Iter = 9 Max. abs. change = 0.02685 Deviance = 13155.86
Iter = 10 Max. abs. change = 0.02609 Deviance = 13151.86
Iter = 11 Max. abs. change = 0.02510 Deviance = 13148.63
Iter = 12 Max. abs. change = 0.02396 Deviance = 13145.96
Iter = 13 Max. abs. change = 0.02269 Deviance = 13143.70
Iter = 14 Max. abs. change = 0.02133 Deviance = 13141.75
Iter = 15 Max. abs. change = 0.01989 Deviance = 13140.06
Iter = 16 Max. abs. change = 0.01841 Deviance = 13138.56
Iter = 17 Max. abs. change = 0.01691 Deviance = 13137.23
Iter = 18 Max. abs. change = 0.01544 Deviance = 13136.03
Iter = 19 Max. abs. change = 0.01401 Deviance = 13134.94
Iter = 20 Max. abs. change = 0.01266 Deviance = 13133.94
Iter = 21 Max. abs. change = 0.01140 Deviance = 13133.01
Iter = 22 Max. abs. change = 0.01025 Deviance = 13132.15
Iter = 23 Max. abs. change = 0.00920 Deviance = 13131.34
Iter = 24 Max. abs. change = 0.00826 Deviance = 13130.57
Iter = 25 Max. abs. change = 0.00743 Deviance = 13129.83
Iter = 26 Max. abs. change = 0.00700 Deviance = 13129.12
Iter = 27 Max. abs. change = 0.00716 Deviance = 13128.44
Iter = 28 Max. abs. change = 0.00727 Deviance = 13127.77
Iter = 29 Max. abs. change = 0.00732 Deviance = 13127.12
Iter = 30 Max. abs. change = 0.00730 Deviance = 13126.47
Iter = 31 Max. abs. change = 0.00721 Deviance = 13125.83
Iter = 32 Max. abs. change = 0.00702 Deviance = 13125.20
Iter = 33 Max. abs. change = 0.00674 Deviance = 13124.57
Iter = 34 Max. abs. change = 0.00677 Deviance = 13123.95
Iter = 35 Max. abs. change = 0.00697 Deviance = 13123.33
Iter = 36 Max. abs. change = 0.00718 Deviance = 13122.71
Iter = 37 Max. abs. change = 0.00739 Deviance = 13122.11
Iter = 38 Max. abs. change = 0.00760 Deviance = 13121.51
Iter = 39 Max. abs. change = 0.00780 Deviance = 13120.92
Iter = 40 Max. abs. change = 0.00798 Deviance = 13120.34
Iter = 41 Max. abs. change = 0.00814 Deviance = 13119.77
Iter = 42 Max. abs. change = 0.00828 Deviance = 13119.22
Iter = 43 Max. abs. change = 0.00839 Deviance = 13118.67
Iter = 44 Max. abs. change = 0.00846 Deviance = 13118.14
Iter = 45 Max. abs. change = 0.00849 Deviance = 13117.63
Iter = 46 Max. abs. change = 0.00849 Deviance = 13117.13
Iter = 47 Max. abs. change = 0.00845 Deviance = 13116.64
Iter = 48 Max. abs. change = 0.00837 Deviance = 13116.17
Iter = 49 Max. abs. change = 0.00826 Deviance = 13115.71
Iter = 50 Max. abs. change = 0.00812 Deviance = 13115.27
Iter = 51 Max. abs. change = 0.00795 Deviance = 13114.84
Iter = 52 Max. abs. change = 0.00804 Deviance = 13114.41
Iter = 53 Max. abs. change = 0.00830 Deviance = 13114.00
Iter = 54 Max. abs. change = 0.00859 Deviance = 13113.60
Iter = 55 Max. abs. change = 0.00890 Deviance = 13113.20
Iter = 56 Max. abs. change = 0.00923 Deviance = 13112.81
Iter = 57 Max. abs. change = 0.00960 Deviance = 13112.41
Iter = 58 Max. abs. change = 0.00999 Deviance = 13112.02
Iter = 59 Max. abs. change = 0.01041 Deviance = 13111.63
Iter = 60 Max. abs. change = 0.01084 Deviance = 13111.23
Iter = 61 Max. abs. change = 0.01129 Deviance = 13110.83
Iter = 62 Max. abs. change = 0.01173 Deviance = 13110.41
Iter = 63 Max. abs. change = 0.01215 Deviance = 13109.99
Iter = 64 Max. abs. change = 0.01252 Deviance = 13109.56
Iter = 65 Max. abs. change = 0.01282 Deviance = 13109.12
Iter = 66 Max. abs. change = 0.01301 Deviance = 13108.66
Iter = 67 Max. abs. change = 0.01305 Deviance = 13108.20
Iter = 68 Max. abs. change = 0.01291 Deviance = 13107.73
Iter = 69 Max. abs. change = 0.01257 Deviance = 13107.25
Iter = 70 Max. abs. change = 0.01202 Deviance = 13106.78
Iter = 71 Max. abs. change = 0.01127 Deviance = 13106.32
Iter = 72 Max. abs. change = 0.01037 Deviance = 13105.88
Iter = 73 Max. abs. change = 0.00936 Deviance = 13105.46
Iter = 74 Max. abs. change = 0.00831 Deviance = 13105.07
Iter = 75 Max. abs. change = 0.00727 Deviance = 13104.72
Iter = 76 Max. abs. change = 0.00664 Deviance = 13104.40
Iter = 77 Max. abs. change = 0.00618 Deviance = 13104.11
Iter = 78 Max. abs. change = 0.00574 Deviance = 13103.85
Iter = 79 Max. abs. change = 0.00533 Deviance = 13103.61
Iter = 80 Max. abs. change = 0.00494 Deviance = 13103.41
Iter = 81 Max. abs. change = 0.00458 Deviance = 13103.22
Iter = 82 Max. abs. change = 0.00425 Deviance = 13103.04
Iter = 83 Max. abs. change = 0.00403 Deviance = 13102.88
Iter = 84 Max. abs. change = 0.00390 Deviance = 13102.74
Iter = 85 Max. abs. change = 0.00376 Deviance = 13102.60
Iter = 86 Max. abs. change = 0.00366 Deviance = 13102.47
Iter = 87 Max. abs. change = 0.00359 Deviance = 13102.35
Iter = 88 Max. abs. change = 0.00352 Deviance = 13102.24
Iter = 89 Max. abs. change = 0.00345 Deviance = 13102.13
Iter = 90 Max. abs. change = 0.00339 Deviance = 13102.03
Iter = 91 Max. abs. change = 0.00332 Deviance = 13101.94
Iter = 92 Max. abs. change = 0.00326 Deviance = 13101.85
Iter = 93 Max. abs. change = 0.00319 Deviance = 13101.77
Iter = 94 Max. abs. change = 0.00312 Deviance = 13101.69
Iter = 95 Max. abs. change = 0.00306 Deviance = 13101.62
Iter = 96 Max. abs. change = 0.00299 Deviance = 13101.55
Iter = 97 Max. abs. change = 0.00293 Deviance = 13101.48
Iter = 98 Max. abs. change = 0.00286 Deviance = 13101.42
Iter = 99 Max. abs. change = 0.00280 Deviance = 13101.36
Iter = 100 Max. abs. change = 0.00273 Deviance = 13101.31
Iter = 101 Max. abs. change = 0.00267 Deviance = 13101.26
Iter = 102 Max. abs. change = 0.00260 Deviance = 13101.21
Iter = 103 Max. abs. change = 0.00254 Deviance = 13101.17
Iter = 104 Max. abs. change = 0.00247 Deviance = 13101.13
Iter = 105 Max. abs. change = 0.00241 Deviance = 13101.09
Iter = 106 Max. abs. change = 0.00234 Deviance = 13101.05
Iter = 107 Max. abs. change = 0.00228 Deviance = 13101.01
Iter = 108 Max. abs. change = 0.00222 Deviance = 13100.98
Iter = 109 Max. abs. change = 0.00216 Deviance = 13100.95
Iter = 110 Max. abs. change = 0.00209 Deviance = 13100.92
Iter = 111 Max. abs. change = 0.00203 Deviance = 13100.89
Iter = 112 Max. abs. change = 0.00197 Deviance = 13100.87
Iter = 113 Max. abs. change = 0.00191 Deviance = 13100.84
Iter = 114 Max. abs. change = 0.00185 Deviance = 13100.82
Iter = 115 Max. abs. change = 0.00179 Deviance = 13100.79
Iter = 116 Max. abs. change = 0.00173 Deviance = 13100.77
Iter = 117 Max. abs. change = 0.00168 Deviance = 13100.75
Iter = 118 Max. abs. change = 0.00162 Deviance = 13100.73
Iter = 119 Max. abs. change = 0.00156 Deviance = 13100.71
Iter = 120 Max. abs. change = 0.00151 Deviance = 13100.69
Iter = 121 Max. abs. change = 0.00146 Deviance = 13100.68
Iter = 122 Max. abs. change = 0.00142 Deviance = 13100.66
Iter = 123 Max. abs. change = 0.00139 Deviance = 13100.65
Iter = 124 Max. abs. change = 0.00137 Deviance = 13100.63
Iter = 125 Max. abs. change = 0.00134 Deviance = 13100.62
Iter = 126 Max. abs. change = 0.00132 Deviance = 13100.60
Iter = 127 Max. abs. change = 0.00130 Deviance = 13100.59
Iter = 128 Max. abs. change = 0.00128 Deviance = 13100.57
Iter = 129 Max. abs. change = 0.00126 Deviance = 13100.56
Iter = 130 Max. abs. change = 0.00124 Deviance = 13100.55
Iter = 131 Max. abs. change = 0.00122 Deviance = 13100.54
Iter = 132 Max. abs. change = 0.00120 Deviance = 13100.53
Iter = 133 Max. abs. change = 0.00118 Deviance = 13100.52
Iter = 134 Max. abs. change = 0.00116 Deviance = 13100.50
Iter = 135 Max. abs. change = 0.00115 Deviance = 13100.49
Iter = 136 Max. abs. change = 0.00113 Deviance = 13100.48
Iter = 137 Max. abs. change = 0.00111 Deviance = 13100.47
Iter = 138 Max. abs. change = 0.00110 Deviance = 13100.46
Iter = 139 Max. abs. change = 0.00108 Deviance = 13100.46
Iter = 140 Max. abs. change = 0.00107 Deviance = 13100.45
Iter = 141 Max. abs. change = 0.00105 Deviance = 13100.44
Iter = 142 Max. abs. change = 0.00104 Deviance = 13100.43
Iter = 143 Max. abs. change = 0.00102 Deviance = 13100.42
Iter = 144 Max. abs. change = 0.00101 Deviance = 13100.41
Iter = 145 Max. abs. change = 0.00100 Deviance = 13100.40
Iter = 146 Max. abs. change = 0.00098 Deviance = 13100.40
Iter = 147 Max. abs. change = 0.00097 Deviance = 13100.39
Iter = 148 Max. abs. change = 0.00096 Deviance = 13100.38
Iter = 149 Max. abs. change = 0.00094 Deviance = 13100.37
Iter = 150 Max. abs. change = 0.00093 Deviance = 13100.37
Iter = 151 Max. abs. change = 0.00092 Deviance = 13100.36
Iter = 152 Max. abs. change = 0.00091 Deviance = 13100.35
Iter = 153 Max. abs. change = 0.00089 Deviance = 13100.35
Iter = 154 Max. abs. change = 0.00088 Deviance = 13100.34
Iter = 155 Max. abs. change = 0.00087 Deviance = 13100.33
Iter = 156 Max. abs. change = 0.00086 Deviance = 13100.33
Iter = 157 Max. abs. change = 0.00085 Deviance = 13100.32
Iter = 158 Max. abs. change = 0.00084 Deviance = 13100.31
Iter = 159 Max. abs. change = 0.00082 Deviance = 13100.31
Iter = 160 Max. abs. change = 0.00081 Deviance = 13100.30
Iter = 161 Max. abs. change = 0.00080 Deviance = 13100.30
Iter = 162 Max. abs. change = 0.00079 Deviance = 13100.29
Iter = 163 Max. abs. change = 0.00078 Deviance = 13100.28
Iter = 164 Max. abs. change = 0.00077 Deviance = 13100.28
Iter = 165 Max. abs. change = 0.00076 Deviance = 13100.27
Iter = 166 Max. abs. change = 0.00075 Deviance = 13100.27
Iter = 167 Max. abs. change = 0.00074 Deviance = 13100.26
Iter = 168 Max. abs. change = 0.00073 Deviance = 13100.26
Iter = 169 Max. abs. change = 0.00072 Deviance = 13100.25
Iter = 170 Max. abs. change = 0.00071 Deviance = 13100.25
Iter = 171 Max. abs. change = 0.00070 Deviance = 13100.24
Iter = 172 Max. abs. change = 0.00068 Deviance = 13100.24
Iter = 173 Max. abs. change = 0.00067 Deviance = 13100.23
Iter = 174 Max. abs. change = 0.00066 Deviance = 13100.23
Iter = 175 Max. abs. change = 0.00065 Deviance = 13100.22
Iter = 176 Max. abs. change = 0.00064 Deviance = 13100.22
Iter = 177 Max. abs. change = 0.00063 Deviance = 13100.21
Iter = 178 Max. abs. change = 0.00062 Deviance = 13100.21
Iter = 179 Max. abs. change = 0.00061 Deviance = 13100.20
Iter = 180 Max. abs. change = 0.00060 Deviance = 13100.20
Iter = 181 Max. abs. change = 0.00059 Deviance = 13100.19
Iter = 182 Max. abs. change = 0.00058 Deviance = 13100.19
Iter = 183 Max. abs. change = 0.00058 Deviance = 13100.18
Iter = 184 Max. abs. change = 0.00057 Deviance = 13100.18
Iter = 185 Max. abs. change = 0.00057 Deviance = 13100.17
Iter = 186 Max. abs. change = 0.00057 Deviance = 13100.17
Iter = 187 Max. abs. change = 0.00057 Deviance = 13100.17
Iter = 188 Max. abs. change = 0.00057 Deviance = 13100.16
Iter = 189 Max. abs. change = 0.00058 Deviance = 13100.16
Iter = 190 Max. abs. change = 0.00058 Deviance = 13100.15
Iter = 191 Max. abs. change = 0.00058 Deviance = 13100.15
Iter = 192 Max. abs. change = 0.00058 Deviance = 13100.15
Iter = 193 Max. abs. change = 0.00058 Deviance = 13100.14
Iter = 194 Max. abs. change = 0.00058 Deviance = 13100.14
Iter = 195 Max. abs. change = 0.00058 Deviance = 13100.13
Iter = 196 Max. abs. change = 0.00058 Deviance = 13100.13
Iter = 197 Max. abs. change = 0.00059 Deviance = 13100.13
Iter = 198 Max. abs. change = 0.00059 Deviance = 13100.12
Iter = 199 Max. abs. change = 0.00059 Deviance = 13100.12
Iter = 200 Max. abs. change = 0.00059 Deviance = 13100.12
Iter = 201 Max. abs. change = 0.00059 Deviance = 13100.11
Iter = 202 Max. abs. change = 0.00059 Deviance = 13100.11
Iter = 203 Max. abs. change = 0.00060 Deviance = 13100.11
Iter = 204 Max. abs. change = 0.00060 Deviance = 13100.10
Iter = 205 Max. abs. change = 0.00060 Deviance = 13100.10
Iter = 206 Max. abs. change = 0.00060 Deviance = 13100.10
Iter = 207 Max. abs. change = 0.00060 Deviance = 13100.09
Iter = 208 Max. abs. change = 0.00061 Deviance = 13100.09
Iter = 209 Max. abs. change = 0.00061 Deviance = 13100.09
Iter = 210 Max. abs. change = 0.00061 Deviance = 13100.08
Iter = 211 Max. abs. change = 0.00061 Deviance = 13100.08
Iter = 212 Max. abs. change = 0.00062 Deviance = 13100.08
Iter = 213 Max. abs. change = 0.00062 Deviance = 13100.07
Iter = 214 Max. abs. change = 0.00062 Deviance = 13100.07
Iter = 215 Max. abs. change = 0.00063 Deviance = 13100.07
Iter = 216 Max. abs. change = 0.00063 Deviance = 13100.06
Iter = 217 Max. abs. change = 0.00063 Deviance = 13100.06
Iter = 218 Max. abs. change = 0.00064 Deviance = 13100.06
Iter = 219 Max. abs. change = 0.00064 Deviance = 13100.06
Iter = 220 Max. abs. change = 0.00064 Deviance = 13100.05
Iter = 221 Max. abs. change = 0.00065 Deviance = 13100.05
Iter = 222 Max. abs. change = 0.00065 Deviance = 13100.05
Iter = 223 Max. abs. change = 0.00066 Deviance = 13100.04
Iter = 224 Max. abs. change = 0.00066 Deviance = 13100.04
Iter = 225 Max. abs. change = 0.00067 Deviance = 13100.04
Iter = 226 Max. abs. change = 0.00067 Deviance = 13100.04
Iter = 227 Max. abs. change = 0.00067 Deviance = 13100.03
Iter = 228 Max. abs. change = 0.00068 Deviance = 13100.03
Iter = 229 Max. abs. change = 0.00068 Deviance = 13100.03
Iter = 230 Max. abs. change = 0.00069 Deviance = 13100.03
Iter = 231 Max. abs. change = 0.00070 Deviance = 13100.02
Iter = 232 Max. abs. change = 0.00071 Deviance = 13100.02
Iter = 233 Max. abs. change = 0.00072 Deviance = 13100.02
Iter = 234 Max. abs. change = 0.00073 Deviance = 13100.02
Iter = 235 Max. abs. change = 0.00074 Deviance = 13100.01
Iter = 236 Max. abs. change = 0.00075 Deviance = 13100.01
Iter = 237 Max. abs. change = 0.00076 Deviance = 13100.01
Iter = 238 Max. abs. change = 0.00077 Deviance = 13100.01
Iter = 239 Max. abs. change = 0.00078 Deviance = 13100.00
Iter = 240 Max. abs. change = 0.00079 Deviance = 13100.00
Iter = 241 Max. abs. change = 0.00081 Deviance = 13100.00
Iter = 242 Max. abs. change = 0.00082 Deviance = 13100.00
Iter = 243 Max. abs. change = 0.00083 Deviance = 13099.99
Iter = 244 Max. abs. change = 0.00084 Deviance = 13099.99
Iter = 245 Max. abs. change = 0.00086 Deviance = 13099.99
Iter = 246 Max. abs. change = 0.00087 Deviance = 13099.99
Iter = 247 Max. abs. change = 0.00088 Deviance = 13099.98
Iter = 248 Max. abs. change = 0.00090 Deviance = 13099.98
Iter = 249 Max. abs. change = 0.00091 Deviance = 13099.98
Iter = 250 Max. abs. change = 0.00092 Deviance = 13099.98
Iter = 251 Max. abs. change = 0.00094 Deviance = 13099.97
Iter = 252 Max. abs. change = 0.00095 Deviance = 13099.97
Iter = 253 Max. abs. change = 0.00097 Deviance = 13099.97
Iter = 254 Max. abs. change = 0.00098 Deviance = 13099.97
Iter = 255 Max. abs. change = 0.00100 Deviance = 13099.96
Iter = 256 Max. abs. change = 0.00102 Deviance = 13099.96
Iter = 257 Max. abs. change = 0.00103 Deviance = 13099.96
Iter = 258 Max. abs. change = 0.00105 Deviance = 13099.96
Iter = 259 Max. abs. change = 0.00107 Deviance = 13099.95
Iter = 260 Max. abs. change = 0.00109 Deviance = 13099.95
Iter = 261 Max. abs. change = 0.00111 Deviance = 13099.95
Iter = 262 Max. abs. change = 0.00113 Deviance = 13099.95
Iter = 263 Max. abs. change = 0.00114 Deviance = 13099.94
Iter = 264 Max. abs. change = 0.00116 Deviance = 13099.94
Iter = 265 Max. abs. change = 0.00119 Deviance = 13099.94
Iter = 266 Max. abs. change = 0.00121 Deviance = 13099.94
Iter = 267 Max. abs. change = 0.00123 Deviance = 13099.93
Iter = 268 Max. abs. change = 0.00125 Deviance = 13099.93
Iter = 269 Max. abs. change = 0.00127 Deviance = 13099.93
Iter = 270 Max. abs. change = 0.00130 Deviance = 13099.92
Iter = 271 Max. abs. change = 0.00132 Deviance = 13099.92
Iter = 272 Max. abs. change = 0.00134 Deviance = 13099.92
Iter = 273 Max. abs. change = 0.00137 Deviance = 13099.92
Iter = 274 Max. abs. change = 0.00139 Deviance = 13099.91
Iter = 275 Max. abs. change = 0.00142 Deviance = 13099.91
Iter = 276 Max. abs. change = 0.00145 Deviance = 13099.91
Iter = 277 Max. abs. change = 0.00147 Deviance = 13099.90
Iter = 278 Max. abs. change = 0.00150 Deviance = 13099.90
Iter = 279 Max. abs. change = 0.00153 Deviance = 13099.90
Iter = 280 Max. abs. change = 0.00156 Deviance = 13099.89
Iter = 281 Max. abs. change = 0.00159 Deviance = 13099.89
Iter = 282 Max. abs. change = 0.00162 Deviance = 13099.88
Iter = 283 Max. abs. change = 0.00165 Deviance = 13099.88
Iter = 284 Max. abs. change = 0.00168 Deviance = 13099.88
Iter = 285 Max. abs. change = 0.00172 Deviance = 13099.87
Iter = 286 Max. abs. change = 0.00175 Deviance = 13099.87
Iter = 287 Max. abs. change = 0.00178 Deviance = 13099.86
Iter = 288 Max. abs. change = 0.00182 Deviance = 13099.86
Iter = 289 Max. abs. change = 0.00185 Deviance = 13099.85
Iter = 290 Max. abs. change = 0.00189 Deviance = 13099.85
Iter = 291 Max. abs. change = 0.00192 Deviance = 13099.85
Iter = 292 Max. abs. change = 0.00196 Deviance = 13099.84
Iter = 293 Max. abs. change = 0.00199 Deviance = 13099.84
Iter = 294 Max. abs. change = 0.00203 Deviance = 13099.83
Iter = 295 Max. abs. change = 0.00207 Deviance = 13099.82
Iter = 296 Max. abs. change = 0.00211 Deviance = 13099.82
Iter = 297 Max. abs. change = 0.00215 Deviance = 13099.81
Iter = 298 Max. abs. change = 0.00218 Deviance = 13099.81
Iter = 299 Max. abs. change = 0.00222 Deviance = 13099.80
Iter = 300 Max. abs. change = 0.00226 Deviance = 13099.80
Iter = 301 Max. abs. change = 0.00230 Deviance = 13099.79
Iter = 302 Max. abs. change = 0.00234 Deviance = 13099.78
Iter = 303 Max. abs. change = 0.00238 Deviance = 13099.78
Iter = 304 Max. abs. change = 0.00242 Deviance = 13099.77
Iter = 305 Max. abs. change = 0.00246 Deviance = 13099.76
Iter = 306 Max. abs. change = 0.00250 Deviance = 13099.76
Iter = 307 Max. abs. change = 0.00253 Deviance = 13099.75
Iter = 308 Max. abs. change = 0.00257 Deviance = 13099.74
Iter = 309 Max. abs. change = 0.00261 Deviance = 13099.73
Iter = 310 Max. abs. change = 0.00264 Deviance = 13099.73
Iter = 311 Max. abs. change = 0.00268 Deviance = 13099.72
Iter = 312 Max. abs. change = 0.00271 Deviance = 13099.71
Iter = 313 Max. abs. change = 0.00275 Deviance = 13099.70
Iter = 314 Max. abs. change = 0.00278 Deviance = 13099.69
Iter = 315 Max. abs. change = 0.00281 Deviance = 13099.68
Iter = 316 Max. abs. change = 0.00284 Deviance = 13099.68
Iter = 317 Max. abs. change = 0.00287 Deviance = 13099.67
Iter = 318 Max. abs. change = 0.00289 Deviance = 13099.66
Iter = 319 Max. abs. change = 0.00292 Deviance = 13099.65
Iter = 320 Max. abs. change = 0.00294 Deviance = 13099.64
Iter = 321 Max. abs. change = 0.00296 Deviance = 13099.63
Iter = 322 Max. abs. change = 0.00298 Deviance = 13099.62
Iter = 323 Max. abs. change = 0.00300 Deviance = 13099.61
Iter = 324 Max. abs. change = 0.00301 Deviance = 13099.60
Iter = 325 Max. abs. change = 0.00302 Deviance = 13099.59
Iter = 326 Max. abs. change = 0.00303 Deviance = 13099.58
Iter = 327 Max. abs. change = 0.00304 Deviance = 13099.57
Iter = 328 Max. abs. change = 0.00304 Deviance = 13099.56
Iter = 329 Max. abs. change = 0.00305 Deviance = 13099.55
Iter = 330 Max. abs. change = 0.00305 Deviance = 13099.55
Iter = 331 Max. abs. change = 0.00304 Deviance = 13099.54
Iter = 332 Max. abs. change = 0.00304 Deviance = 13099.53
Iter = 333 Max. abs. change = 0.00303 Deviance = 13099.52
Iter = 334 Max. abs. change = 0.00302 Deviance = 13099.51
Iter = 335 Max. abs. change = 0.00301 Deviance = 13099.50
Iter = 336 Max. abs. change = 0.00300 Deviance = 13099.49
Iter = 337 Max. abs. change = 0.00298 Deviance = 13099.48
Iter = 338 Max. abs. change = 0.00296 Deviance = 13099.47
Iter = 339 Max. abs. change = 0.00294 Deviance = 13099.46
Iter = 340 Max. abs. change = 0.00292 Deviance = 13099.45
Iter = 341 Max. abs. change = 0.00290 Deviance = 13099.44
Iter = 342 Max. abs. change = 0.00287 Deviance = 13099.44
Iter = 343 Max. abs. change = 0.00285 Deviance = 13099.43
Iter = 344 Max. abs. change = 0.00282 Deviance = 13099.42
Iter = 345 Max. abs. change = 0.00279 Deviance = 13099.41
Iter = 346 Max. abs. change = 0.00276 Deviance = 13099.40
Iter = 347 Max. abs. change = 0.00273 Deviance = 13099.39
Iter = 348 Max. abs. change = 0.00270 Deviance = 13099.39
Iter = 349 Max. abs. change = 0.00266 Deviance = 13099.38
Iter = 350 Max. abs. change = 0.00263 Deviance = 13099.37
Iter = 351 Max. abs. change = 0.00260 Deviance = 13099.37
Iter = 352 Max. abs. change = 0.00256 Deviance = 13099.36
Iter = 353 Max. abs. change = 0.00253 Deviance = 13099.35
Iter = 354 Max. abs. change = 0.00249 Deviance = 13099.34
Iter = 355 Max. abs. change = 0.00245 Deviance = 13099.34
Iter = 356 Max. abs. change = 0.00242 Deviance = 13099.33
Iter = 357 Max. abs. change = 0.00238 Deviance = 13099.33
Iter = 358 Max. abs. change = 0.00235 Deviance = 13099.32
Iter = 359 Max. abs. change = 0.00231 Deviance = 13099.31
Iter = 360 Max. abs. change = 0.00227 Deviance = 13099.31
Iter = 361 Max. abs. change = 0.00224 Deviance = 13099.30
Iter = 362 Max. abs. change = 0.00220 Deviance = 13099.30
Iter = 363 Max. abs. change = 0.00217 Deviance = 13099.29
Iter = 364 Max. abs. change = 0.00213 Deviance = 13099.29
Iter = 365 Max. abs. change = 0.00210 Deviance = 13099.28
Iter = 366 Max. abs. change = 0.00206 Deviance = 13099.28
Iter = 367 Max. abs. change = 0.00203 Deviance = 13099.27
Iter = 368 Max. abs. change = 0.00199 Deviance = 13099.27
Iter = 369 Max. abs. change = 0.00196 Deviance = 13099.27
Iter = 370 Max. abs. change = 0.00193 Deviance = 13099.26
Iter = 371 Max. abs. change = 0.00190 Deviance = 13099.26
Iter = 372 Max. abs. change = 0.00186 Deviance = 13099.25
Iter = 373 Max. abs. change = 0.00183 Deviance = 13099.25
Iter = 374 Max. abs. change = 0.00180 Deviance = 13099.25
Iter = 375 Max. abs. change = 0.00177 Deviance = 13099.24
Iter = 376 Max. abs. change = 0.00174 Deviance = 13099.24
Iter = 377 Max. abs. change = 0.00171 Deviance = 13099.24
Iter = 378 Max. abs. change = 0.00168 Deviance = 13099.23
Iter = 379 Max. abs. change = 0.00165 Deviance = 13099.23
Iter = 380 Max. abs. change = 0.00162 Deviance = 13099.23
Iter = 381 Max. abs. change = 0.00160 Deviance = 13099.22
Iter = 382 Max. abs. change = 0.00157 Deviance = 13099.22
Iter = 383 Max. abs. change = 0.00154 Deviance = 13099.22
Iter = 384 Max. abs. change = 0.00151 Deviance = 13099.21
Iter = 385 Max. abs. change = 0.00149 Deviance = 13099.21
Iter = 386 Max. abs. change = 0.00146 Deviance = 13099.21
Iter = 387 Max. abs. change = 0.00144 Deviance = 13099.21
Iter = 388 Max. abs. change = 0.00141 Deviance = 13099.20
Iter = 389 Max. abs. change = 0.00139 Deviance = 13099.20
Iter = 390 Max. abs. change = 0.00136 Deviance = 13099.20
Iter = 391 Max. abs. change = 0.00134 Deviance = 13099.20
Iter = 392 Max. abs. change = 0.00132 Deviance = 13099.19
Iter = 393 Max. abs. change = 0.00129 Deviance = 13099.19
Iter = 394 Max. abs. change = 0.00127 Deviance = 13099.19
Iter = 395 Max. abs. change = 0.00125 Deviance = 13099.19
Iter = 396 Max. abs. change = 0.00123 Deviance = 13099.19
Iter = 397 Max. abs. change = 0.00120 Deviance = 13099.18
Iter = 398 Max. abs. change = 0.00118 Deviance = 13099.18
Iter = 399 Max. abs. change = 0.00116 Deviance = 13099.18
Iter = 400 Max. abs. change = 0.00114 Deviance = 13099.18
Iter = 401 Max. abs. change = 0.00112 Deviance = 13099.18
Iter = 402 Max. abs. change = 0.00110 Deviance = 13099.18
Iter = 403 Max. abs. change = 0.00108 Deviance = 13099.17
Iter = 404 Max. abs. change = 0.00106 Deviance = 13099.17
Iter = 405 Max. abs. change = 0.00104 Deviance = 13099.17
Iter = 406 Max. abs. change = 0.00102 Deviance = 13099.17
Iter = 407 Max. abs. change = 0.00101 Deviance = 13099.17
Iter = 408 Max. abs. change = 0.00099 Deviance = 13099.17
Iter = 409 Max. abs. change = 0.00097 Deviance = 13099.16
Iter = 410 Max. abs. change = 0.00095 Deviance = 13099.16
Iter = 411 Max. abs. change = 0.00094 Deviance = 13099.16
Iter = 412 Max. abs. change = 0.00092 Deviance = 13099.16
Iter = 413 Max. abs. change = 0.00090 Deviance = 13099.16
Iter = 414 Max. abs. change = 0.00089 Deviance = 13099.16
Iter = 415 Max. abs. change = 0.00087 Deviance = 13099.16
Iter = 416 Max. abs. change = 0.00085 Deviance = 13099.16
Iter = 417 Max. abs. change = 0.00084 Deviance = 13099.15
Iter = 418 Max. abs. change = 0.00082 Deviance = 13099.15
Iter = 419 Max. abs. change = 0.00081 Deviance = 13099.15
Iter = 420 Max. abs. change = 0.00079 Deviance = 13099.15
Iter = 421 Max. abs. change = 0.00078 Deviance = 13099.15
Iter = 422 Max. abs. change = 0.00076 Deviance = 13099.15
Iter = 423 Max. abs. change = 0.00075 Deviance = 13099.15
Iter = 424 Max. abs. change = 0.00073 Deviance = 13099.15
Iter = 425 Max. abs. change = 0.00072 Deviance = 13099.15
Iter = 426 Max. abs. change = 0.00071 Deviance = 13099.15
Iter = 427 Max. abs. change = 0.00069 Deviance = 13099.14
Iter = 428 Max. abs. change = 0.00068 Deviance = 13099.14
Iter = 429 Max. abs. change = 0.00067 Deviance = 13099.14
Iter = 430 Max. abs. change = 0.00065 Deviance = 13099.14
Iter = 431 Max. abs. change = 0.00064 Deviance = 13099.14
Iter = 432 Max. abs. change = 0.00063 Deviance = 13099.14
Iter = 433 Max. abs. change = 0.00062 Deviance = 13099.14
Iter = 434 Max. abs. change = 0.00060 Deviance = 13099.14
Iter = 435 Max. abs. change = 0.00059 Deviance = 13099.14
Iter = 436 Max. abs. change = 0.00058 Deviance = 13099.14
Iter = 437 Max. abs. change = 0.00057 Deviance = 13099.14
Iter = 438 Max. abs. change = 0.00056 Deviance = 13099.14
Iter = 439 Max. abs. change = 0.00055 Deviance = 13099.13
Iter = 440 Max. abs. change = 0.00054 Deviance = 13099.13
Iter = 441 Max. abs. change = 0.00053 Deviance = 13099.13
Iter = 442 Max. abs. change = 0.00051 Deviance = 13099.13
Iter = 443 Max. abs. change = 0.00050 Deviance = 13099.13
Iter = 444 Max. abs. change = 0.00049 Deviance = 13099.13
Iter = 445 Max. abs. change = 0.00048 Deviance = 13099.13
Iter = 446 Max. abs. change = 0.00047 Deviance = 13099.13
Iter = 447 Max. abs. change = 0.00046 Deviance = 13099.13
Iter = 448 Max. abs. change = 0.00046 Deviance = 13099.13
Iter = 449 Max. abs. change = 0.00045 Deviance = 13099.13
Iter = 450 Max. abs. change = 0.00044 Deviance = 13099.13
Iter = 451 Max. abs. change = 0.00043 Deviance = 13099.13
Iter = 452 Max. abs. change = 0.00042 Deviance = 13099.13
Iter = 453 Max. abs. change = 0.00041 Deviance = 13099.13
Iter = 454 Max. abs. change = 0.00040 Deviance = 13099.13
Iter = 455 Max. abs. change = 0.00039 Deviance = 13099.13
Iter = 456 Max. abs. change = 0.00038 Deviance = 13099.12
Iter = 457 Max. abs. change = 0.00038 Deviance = 13099.12
Iter = 458 Max. abs. change = 0.00037 Deviance = 13099.12
Iter = 459 Max. abs. change = 0.00036 Deviance = 13099.12
Iter = 460 Max. abs. change = 0.00035 Deviance = 13099.12
Iter = 461 Max. abs. change = 0.00035 Deviance = 13099.12
Iter = 462 Max. abs. change = 0.00034 Deviance = 13099.12
Iter = 463 Max. abs. change = 0.00033 Deviance = 13099.12
Iter = 464 Max. abs. change = 0.00032 Deviance = 13099.12
Iter = 465 Max. abs. change = 0.00032 Deviance = 13099.12
Iter = 466 Max. abs. change = 0.00031 Deviance = 13099.12
Iter = 467 Max. abs. change = 0.00030 Deviance = 13099.12
Iter = 468 Max. abs. change = 0.00030 Deviance = 13099.12
Iter = 469 Max. abs. change = 0.00029 Deviance = 13099.12
Iter = 470 Max. abs. change = 0.00028 Deviance = 13099.12
Iter = 471 Max. abs. change = 0.00028 Deviance = 13099.12
Iter = 472 Max. abs. change = 0.00027 Deviance = 13099.12
Iter = 473 Max. abs. change = 0.00027 Deviance = 13099.12
Iter = 474 Max. abs. change = 0.00026 Deviance = 13099.12
Iter = 475 Max. abs. change = 0.00025 Deviance = 13099.12
Iter = 476 Max. abs. change = 0.00025 Deviance = 13099.12
Iter = 477 Max. abs. change = 0.00024 Deviance = 13099.12
Iter = 478 Max. abs. change = 0.00024 Deviance = 13099.12
Iter = 479 Max. abs. change = 0.00023 Deviance = 13099.12
Iter = 480 Max. abs. change = 0.00023 Deviance = 13099.12
Iter = 481 Max. abs. change = 0.00022 Deviance = 13099.12
Iter = 482 Max. abs. change = 0.00022 Deviance = 13099.12
Iter = 483 Max. abs. change = 0.00021 Deviance = 13099.12
Iter = 484 Max. abs. change = 0.00021 Deviance = 13099.12
Iter = 485 Max. abs. change = 0.00020 Deviance = 13099.11
Iter = 486 Max. abs. change = 0.00020 Deviance = 13099.11
Iter = 487 Max. abs. change = 0.00019 Deviance = 13099.11
Iter = 488 Max. abs. change = 0.00019 Deviance = 13099.11
Iter = 489 Max. abs. change = 0.00019 Deviance = 13099.11
Iter = 490 Max. abs. change = 0.00018 Deviance = 13099.11
Iter = 491 Max. abs. change = 0.00018 Deviance = 13099.11
Iter = 492 Max. abs. change = 0.00017 Deviance = 13099.11
Iter = 493 Max. abs. change = 0.00017 Deviance = 13099.11
Iter = 494 Max. abs. change = 0.00017 Deviance = 13099.11
Iter = 495 Max. abs. change = 0.00016 Deviance = 13099.11
Iter = 496 Max. abs. change = 0.00016 Deviance = 13099.11
Iter = 497 Max. abs. change = 0.00015 Deviance = 13099.11
Iter = 498 Max. abs. change = 0.00015 Deviance = 13099.11
Iter = 499 Max. abs. change = 0.00015 Deviance = 13099.11
Iter = 500 Max. abs. change = 0.00014 Deviance = 13099.11
Iter = 501 Max. abs. change = 0.00014 Deviance = 13099.11
Iter = 502 Max. abs. change = 0.00014 Deviance = 13099.11
Iter = 503 Max. abs. change = 0.00013 Deviance = 13099.11
Iter = 504 Max. abs. change = 0.00013 Deviance = 13099.11
Iter = 505 Max. abs. change = 0.00013 Deviance = 13099.11
Iter = 506 Max. abs. change = 0.00013 Deviance = 13099.11
Iter = 507 Max. abs. change = 0.00012 Deviance = 13099.11
Iter = 508 Max. abs. change = 0.00012 Deviance = 13099.11
Iter = 509 Max. abs. change = 0.00012 Deviance = 13099.11
Iter = 510 Max. abs. change = 0.00011 Deviance = 13099.11
Iter = 511 Max. abs. change = 0.00011 Deviance = 13099.11
Iter = 512 Max. abs. change = 0.00011 Deviance = 13099.11
Iter = 513 Max. abs. change = 0.00011 Deviance = 13099.11
Iter = 514 Max. abs. change = 0.00010 Deviance = 13099.11
Iter = 515 Max. abs. change = 0.00010 Deviance = 13099.11
Iter = 516 Max. abs. change = 0.00010 Deviance = 13099.11
############### ESA ###############
Hull.obj <- validation(data.obj$dat, MQ, CDM.obj,
method = "Hull", search.method = "ESA")
#> Hull method with ESA in test level iteration ...
#> Iter = 1/ 1, 4 items have changed, ΔPVAF=1.94685
## plot Hull curve for item 20
plot(Hull.obj, 20)
############### PAA ###############
Hull.obj <- validation(data.obj$dat, MQ, CDM.obj,
method = "Hull", search.method = "PAA")
#> Hull method with PAA in test level iteration ...
#> Iter = 1/ 1, 11 items have changed, ΔPVAF=3.00633
## plot Hull curve for item 20
plot(Hull.obj, 20)
# }