1. > library(ltm) Loading required package: MASS Loading required package: msm Loading required package: polycor 2. > library(foreign) 3. > CitraR2 <-read.spss(file="CitraR2.sav",to.data.frame= <-read.spss(file="CitraR2.sav",to.data.frame=TRUE) TRUE) 4. > CitraR2 5. > mml1 <-rasch(CitraR2) 6. > mml1 Call: rasch(data = CitraR2) Coefficients: Dffclt.VAR00001 -0.089 Dffclt.VAR00005 -0.027 Dffclt.VAR00009 Dffclt.VAR00009 0.675
Dffclt.VAR00002 0.080 Dffclt.VAR00006 -0.346 Dffclt.VAR00010 -0.476
Dffclt.VAR00003 Dffclt.VAR00004 -1.469 0.132 Dffclt.VAR00007 Dffclt.VAR00008 -1.169 0.975 Dscrmn 0.924
Log.Lik: -6280.71 Interpretasi : Berdasarkan analisis data hasil nilai ujian kompetensi kejuruan SMK Teknik Bangunan Se-Kota Surabaya diketahui bahwa soal terdiri dari 10 soal (mulai dari “VAR00001 s.d VAR00010) yang diujicobakan kepada 1000 siswa, didapatkan kesimpulan bahwa dari 10 butir soal terdapat butir yang memiliki tingkat kesukaran tinggi yaitu butir 8, dan 9, sedangkan butir pada soal 1,2,3,4,5,6,7,dan 10 masih tergolong butir yang memiliki tingkat kesulitan rendah (mudah).
7. > coef.rasch(mml1) Dffclt VAR00001 -0.08917230 VAR00002 0.07989970 VAR00003 -1.46931030 VAR00004 0.13159338 VAR00005 -0.02748016 VAR00006 -0.34603598 VAR00007 -1.16892012 VAR00008 0.97522307 VAR00009 0.67468203 VAR00010 -0.47640619
Dscrmn 0.9243088 0.9243088 0.9243088 0.9243088 0.9243088 0.9243088 0.9243088 0.9243088 0.9243088 0.9243088
Interpretasi : Pada model 1PL hanya mengukur tingkat kesukaran butir soal (Dffclt) pada masing-masing butir soal. Berdasarkan hasil output model rasch diketahui bahwa untuk masing-masing item memiliki daya beda yang diasumsikan sama. Pada umumnya bersifat tetap tanpa standart error pada semua item butir soal. Maka, dengan peluang menjawab benar pada setiap item butir soal dengan diasumsikan semua butir sama untuk semua peserta tes ujian kompetensi kejuruan teknik sipil. Tingkat kesukaran butir ditinjau menurut Hambleton dan Swaminathan(1985:107), jika nilai tingkat kesukaran mendekati -2 maka indeks kesukaran butir rendah, sedangkan jika nilai kesukaran mendekatai +2 maka indeks kesukaran butir sangat tinggi untuk suatu kelompok tes. Hasil diatas menunjukkan bahwa, terdapat 4 butir soal yang mendekati +2 (butir 2,4,8,dan 9 ) diartikan bahwa butir tersebut memiliki tingkat kesukaran yang tinggi. Sedangkan butir 1, 3, 5, 6, dan 10 memiliki nilai mendekati -2 diartikn bahwa butir tersebut memiliki tingkat kesukaran yang rendah.
8. > factor.scores(mml factor.scores(mml1,method="EAP") 1,method="EAP") Call: rasch(data = CitraR2)
Scoring Method: Expected A Posteriori Factor-Scores for observed response patterns: VAR00001 VAR00002 VAR00003 VAR00004 VAR00005 VAR00006 VAR00007 VAR00008 1 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 1 0 8 0 0 0 0 0 0 1 0 9 0 0 0 0 0 0 1 0 10 0 0 0 0 0 0 1 1 11 0 0 0 0 0 0 1 1 12 0 0 0 0 0 0 1 1 13 0 0 0 0 0 1 0 0 14 0 0 0 0 0 1 0 0 15 0 0 0 0 0 1 0 0 16 0 0 0 0 0 1 0 0 17 0 0 0 0 0 1 0 1 18 0 0 0 0 0 1 0 1 19 0 0 0 0 0 1 1 0 20 0 0 0 0 0 1 1 0 21 0 0 0 0 0 1 1 0 22 0 0 0 0 0 1 1 0 23 0 0 0 0 0 1 1 1 24 0 0 0 0 0 1 1 1 25 0 0 0 0 1 0 0 1 26 0 0 0 0 1 0 1 0 27 0 0 0 0 1 0 1 0 28 0 0 0 0 1 0 1 1 29 0 0 0 0 1 1 0 0 30 0 0 0 0 1 1 0 0 31 0 0 0 0 1 1 0 0 32 0 0 0 0 1 1 1 0 33 0 0 0 0 1 1 1 0 34 0 0 0 0 1 1 1 0 35 0 0 0 0 1 1 1 1 36 0 0 0 0 1 1 1 1 37 0 0 0 1 0 0 0 0 38 0 0 0 1 0 0 0 0 39 0 0 0 1 0 0 0 0 40 0 0 0 1 0 0 0 1 41 0 0 0 1 0 0 0 1 42 0 0 0 1 0 0 1 0 43 0 0 0 1 0 0 1 0 44 0 0 0 1 0 0 1 0 45 0 0 0 1 0 0 1 0 46 0 0 0 1 0 0 1 1 47 0 0 0 1 0 1 0 0 48 0 0 0 1 0 1 0 1 49 0 0 0 1 0 1 1 0 50 0 0 0 1 0 1 1 0 51 0 0 0 1 1 0 0 0 52 0 0 0 1 1 0 0 0 53 0 0 0 1 1 0 0 1 54 0 0 0 1 1 0 1 0 55 0 0 0 1 1 0 1 0 56 0 0 0 1 1 0 1 0 57 0 0 0 1 1 0 1 1 58 0 0 0 1 1 0 1 1
59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1
1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0
1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0
0 0 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1
0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1
121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0
0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 1 1 1
1 0 0 1 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 1 0 1 1
1 0 1 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1
183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1
1 1 1 1 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1 1 0 1 1 1 0 0 0 1 1 1 1 1 0 0 1 1 0 0 1 1 1 1
0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 1 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0
245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306
0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 0 0
1 1 1 0 0 0 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 1 1 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 0 0
1 1 1 0 0 0 1 1 0 1 1 0 1 1 0 0 0 0 0 1 0 0 1 0 0 1 1 0 0 1 1 0 1 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 1 0 1 1 1 0 0 0 0 1 1 1 0 0
307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1
0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1
0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 1 1 1 0 0 1 1 1 0 1 1 1 0 1
0 0 0 0 1 1 1 1 0 0 0 1 0 0 1 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 1 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 1 0 0 0 1 0 0
369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1
1 1 0 0 1 1 1 1 0 0 1 1 0 0 0 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 1 1
0 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 0 0 0 0 1 1 1
431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 VAR00009 VAR00010 Obs Exp z1 se.z1 0 0 2 12.804 -1.883 0.675 0 1 2 4.213 -1.482 0.644 1 0 1 1.454 -1.482 0.644 1 1 3 0.682 -1.113 0.621 0 1 1 0.517 -1.113 0.621 1 1 2 0.116 -0.767 0.605 0 0 7 7.991 -1.482 0.644 0 1 5 3.750 -1.113 0.621 1 0 1 1.294 -1.113 0.621 0 0 1 0.980 -1.113 0.621 1 0 3 0.221 -0.767 0.605 1 1 1 0.197 -0.434 0.596 0 0 3 3.735 -1.482 0.644 0 1 1 1.753 -1.113 0.621 1 0 1 0.605 -1.113 0.621 1 1 1 0.395 -0.767 0.605 0 1 1 0.299 -0.767 0.605 1 1 2 0.092 -0.434 0.596 0 0 2 3.324 -1.113 0.621 0 1 1 2.169 -0.767 0.605 1 0 2 0.749 -0.767 0.605 1 1 2 0.668 -0.434 0.596 0 1 1 0.506 -0.434 0.596 1 0 1 0.175 -0.434 0.596 0 0 1 0.341 -1.113 0.621 0 1 2 1.616 -0.767 0.605 1 0 3 0.558 -0.767 0.605 0 1 2 0.377 -0.434 0.596 0 0 1 1.157 -1.113 0.621 1 0 1 0.261 -0.767 0.605 1 1 1 0.233 -0.434 0.596 0 0 2 1.432 -0.767 0.605 0 1 1 1.279 -0.434 0.596 1 0 1 0.441 -0.434 0.596 1 0 1 0.140 -0.107 0.594 1 1 1 0.228 0.220 0.598 0 0 2 2.402 -1.482 0.644 0 1 2 1.127 -1.113 0.621 1 0 2 0.389 -1.113 0.621 0 0 1 0.295 -1.113 0.621 1 1 1 0.059 -0.434 0.596
0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
1 0 0 0 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 1
1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 1 1 1
42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103
0 0 1 1 0 0 1 0 1 0 1 1 0 1 1 0 0 0 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 0 1 0 0 1 1 0 0 0
0 1 0 1 1 1 0 0 0 1 0 0 0 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 1
1 2.138 -1.113 0.621 2 1.395 -0.767 0.605 2 0.481 -0.767 0.605 1 0.430 -0.434 0.596 1 0.325 -0.434 0.596 1 0.652 -0.767 0.605 1 0.052 -0.434 0.596 2 1.237 -0.767 0.605 2 0.381 -0.434 0.596 1 0.486 -0.767 0.605 1 0.168 -0.767 0.605 1 0.039 -0.434 0.596 2 0.921 -0.767 0.605 2 0.284 -0.434 0.596 1 0.343 -0.107 0.594 1 0.215 -0.434 0.596 2 0.260 -0.107 0.594 2 0.384 -0.434 0.596 1 0.160 -0.107 0.594 2 0.729 -0.434 0.596 1 0.498 0.220 0.598 3 10.548 -1.482 0.644 5 4.950 -1.113 0.621 6 1.708 -1.113 0.621 1 1.115 -0.767 0.605 2 1.294 -1.113 0.621 4 0.844 -0.767 0.605 3 0.291 -0.767 0.605 4 0.260 -0.434 0.596 8 9.388 -1.113 0.621 13 6.126 -0.767 0.605 1 2.114 -0.767 0.605 1 1.887 -0.434 0.596 3 1.601 -0.767 0.605 3 1.429 -0.434 0.596 3 4.388 -1.113 0.621 2 2.863 -0.767 0.605 2 0.988 -0.767 0.605 2 0.882 -0.434 0.596 1 0.668 -0.434 0.596 1 0.279 -0.107 0.594 8 5.431 -0.767 0.605 7 4.847 -0.434 0.596 3 1.673 -0.434 0.596 3 2.024 -0.107 0.594 1 1.267 -0.434 0.596 1 1.533 -0.107 0.594 2 0.529 -0.107 0.594 1 0.865 0.220 0.598 2 3.269 -1.113 0.621 4 2.133 -0.767 0.605 1 0.736 -0.767 0.605 2 0.657 -0.434 0.596 1 0.558 -0.767 0.605 2 0.172 -0.434 0.596 3 4.046 -0.767 0.605 4 3.611 -0.434 0.596 1 1.246 -0.434 0.596 2 1.508 -0.107 0.594 1 0.944 -0.434 0.596 1 1.891 -0.767 0.605 2 1.688 -0.434 0.596
104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165
1 1 0 0 1 1 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0 1 0 0 1 1 0 1 1 1 0 1 0 0 1 1 0 1 0 0 1 0 1 1 1 1 0 1 1 1 0 0 1 0 0 0 0
0 1 0 1 0 1 1 1 0 1 0 0 0 1 0 1 1 0 1 0 0 1 0 1 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 0 1 0 0 1 1 0 0 1 1
1 1 4 8 1 1 1 2 1 2 2 1 4 4 1 1 2 2 3 2 1 3 2 1 3 1 1 6 2 2 1 1 1 1 1 1 1 2 5 2 1 2 2 3 1 1 1 3 2 1 1 1 1 1 1 3 2 1 1 2 1 1
0.184 0.301 3.201 3.873 1.336 2.186 1.656 1.269 2.822 1.841 0.635 0.481 3.492 3.117 1.076 1.301 0.986 0.340 1.457 0.381 2.763 3.343 1.216 1.085 0.453 0.284 0.194 2.059 2.490 0.859 1.406 1.065 0.816 0.402 0.657 0.304 0.381 2.208 3.611 1.246 2.767 2.096 2.205 2.519 1.182 0.408 1.463 0.505 0.451 0.118 0.143 1.048 0.236 0.211 0.055 1.297 1.158 0.483 0.303 0.781 0.509 0.119
-0.107 0.220 -0.434 -0.107 -0.107 0.220 0.220 0.556 -1.113 -0.767 -0.767 -0.767 -0.767 -0.434 -0.434 -0.107 -0.107 -0.107 -0.434 -0.434 -0.434 -0.107 -0.767 -0.434 -0.107 -0.434 0.220 -0.434 -0.107 -0.107 0.220 0.220 0.556 -0.107 0.220 -0.107 0.556 -0.107 0.220 0.220 0.556 0.556 0.907 -1.482 -1.113 -1.113 -0.767 -0.767 -0.434 -0.434 -0.107 -1.113 -0.767 -0.434 -0.434 -0.767 -0.434 -0.107 -0.434 -1.113 -0.767 -0.434
0.594 0.598 0.596 0.594 0.594 0.598 0.598 0.608 0.621 0.605 0.605 0.605 0.605 0.596 0.596 0.594 0.594 0.594 0.596 0.596 0.596 0.594 0.605 0.596 0.594 0.596 0.598 0.596 0.594 0.594 0.598 0.598 0.608 0.594 0.598 0.594 0.608 0.594 0.598 0.598 0.608 0.608 0.626 0.644 0.621 0.621 0.605 0.605 0.596 0.596 0.594 0.621 0.605 0.596 0.596 0.605 0.596 0.594 0.596 0.621 0.605 0.596
166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227
1 0 1 0 1 0 0 0 0 1 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 1 1 0 0 1 1 0 1 0 0 0 1 0 0 0 0 1 1 0 1 1 0 0 0 0 0
1 0 1 0 1 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 1 1 0 1 0 0 1 0 1 0 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 0 1 1 0 1 0 1 0 1 1 0 1 0 0 1 1 1
1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 3 2 1 1 2 1 2 2 3 1 3 1 2 2 1 3 1 1 4 1 1 2 1 1 1 4 2 1 2 2 1 1 2 4 1 1 1 5 2 1 1
0.050 0.966 0.360 0.452 0.168 0.765 0.925 0.674 0.440 0.152 0.035 0.834 0.745 0.257 0.120 0.209 0.341 0.527 0.298 0.661 0.501 1.931 0.667 0.595 0.505 3.663 3.270 1.128 1.365 0.855 1.712 1.528 0.527 0.167 2.899 3.507 1.210 1.979 0.917 1.499 0.517 1.149 1.275 0.475 0.298 2.159 2.612 1.475 1.009 0.522 2.316 3.788 1.307 2.903 2.199 0.759 2.313 1.101 1.864 2.255 0.964 1.054
-0.107 -0.767 -0.107 -0.767 -0.107 -0.434 -0.107 -1.113 -0.767 -0.767 -0.434 -0.767 -0.434 -0.434 -0.434 -0.107 0.220 -0.107 0.220 0.556 0.556 -0.767 -0.767 -0.434 -0.767 -0.767 -0.434 -0.434 -0.107 -0.434 -0.767 -0.434 -0.434 -0.107 -0.434 -0.107 -0.107 0.220 -0.107 0.220 0.220 0.556 -0.767 -0.107 -0.434 -0.434 -0.107 0.220 -0.434 0.220 -0.107 0.220 0.220 0.556 0.556 0.556 0.907 -0.767 -0.434 -0.107 0.220 -0.107
0.594 0.605 0.594 0.605 0.594 0.596 0.594 0.621 0.605 0.605 0.596 0.605 0.596 0.596 0.596 0.594 0.598 0.594 0.598 0.608 0.608 0.605 0.605 0.596 0.605 0.605 0.596 0.596 0.594 0.596 0.605 0.596 0.596 0.594 0.596 0.594 0.594 0.598 0.594 0.598 0.598 0.608 0.605 0.594 0.596 0.596 0.594 0.598 0.596 0.598 0.594 0.598 0.598 0.608 0.608 0.608 0.626 0.605 0.596 0.594 0.598 0.594
228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289
1 1 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 1 1 0 0 1 1 1 0 0 1 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1
0 1 0 1 1 1 1 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 0 0 1 1 0 1 0 0 0 0 1 0 1 1 1 0 1 0 0 1 1 0 0 0 0 0 1 0 0 1 1 1 1 0 1 0 1 0 1 0
1 1 2 1 1 1 1 1 1 2 4 1 2 3 12 1 5 2 1 8 2 3 1 1 1 2 1 1 1 2 1 1 1 2 2 1 1 2 1 1 2 1 1 1 2 1 1 1 1 1 1 2 2 1 1 5 4 3 1 6 4 2
0.364 0.345 1.999 3.270 2.506 1.898 1.997 0.785 0.271 1.489 1.414 0.696 1.139 2.159 4.796 1.655 5.045 3.822 1.319 5.626 2.945 1.382 0.477 0.081 0.073 1.711 0.447 0.167 1.225 0.209 0.064 0.467 0.565 1.130 1.008 0.421 0.319 0.528 0.197 0.123 0.894 1.081 0.462 0.134 0.456 0.140 0.106 0.044 0.934 0.244 0.340 0.303 0.695 0.773 0.616 3.460 2.258 0.590 0.220 4.283 3.823 1.319
-0.107 0.556 -0.107 0.220 0.556 0.556 0.907 -0.107 -0.107 -0.107 0.556 -0.107 0.220 0.220 0.556 0.556 0.907 0.907 0.907 1.284 -1.482 -1.113 -1.113 -0.767 -0.434 -0.767 -0.767 -0.107 -1.113 -0.767 -0.434 -0.434 -0.107 -0.767 -0.434 -0.107 -0.107 -0.767 -0.107 -0.434 -0.434 -0.107 0.220 -0.767 -0.767 -0.434 -0.434 -0.107 -0.107 -0.107 -0.767 -0.434 -0.107 0.556 0.907 -1.113 -0.767 -0.767 -0.107 -0.767 -0.434 -0.434
0.594 0.608 0.594 0.598 0.608 0.608 0.626 0.594 0.594 0.594 0.608 0.594 0.598 0.598 0.608 0.608 0.626 0.626 0.626 0.652 0.644 0.621 0.621 0.605 0.596 0.605 0.605 0.594 0.621 0.605 0.596 0.596 0.594 0.605 0.596 0.594 0.594 0.605 0.594 0.596 0.596 0.594 0.598 0.605 0.605 0.596 0.596 0.594 0.594 0.594 0.605 0.596 0.594 0.608 0.626 0.621 0.605 0.605 0.594 0.605 0.596 0.596
290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351
1 0 0 1 0 0 1 1 0 0 1 1 0 1 1 0 0 1 0 0 1 0 0 1 1 0 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 1 1 0 1 1 0 0 1 0 0
1 0 1 1 0 0 0 1 0 1 0 1 1 0 1 0 1 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 1 0 1 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 0 1 1 0 1
3 2 2 1 2 1 1 1 4 5 2 1 1 2 2 2 1 3 2 2 1 2 1 1 1 1 1 1 1 4 5 2 1 2 1 2 2 1 1 2 4 2 3 1 2 5 3 1 3 1 3 1 1 3 1 1 1 6 10 4 1 4
1.596 0.999 1.209 0.682 2.002 0.467 0.195 0.319 3.389 4.100 1.415 2.314 1.753 0.605 1.343 1.491 1.331 0.556 2.525 3.054 1.054 0.798 1.306 0.451 1.001 1.180 1.427 0.493 0.610 2.707 4.429 1.158 2.571 0.887 2.705 1.287 1.149 0.363 0.205 2.179 2.637 1.488 1.019 1.232 0.425 2.337 3.823 2.219 0.918 0.392 1.741 2.848 0.983 2.183 1.653 1.739 0.813 2.525 5.607 5.899 1.466 4.468
-0.107 -0.434 -0.107 0.220 -0.767 -0.434 -0.107 0.220 -0.434 -0.107 -0.107 0.220 0.220 0.220 0.556 -0.767 -0.434 -0.107 -0.434 -0.107 -0.107 -0.107 0.220 0.220 0.556 -0.434 -0.107 -0.107 0.220 -0.107 0.220 0.220 0.556 0.556 0.907 -0.767 -0.434 -0.107 0.220 -0.434 -0.107 0.220 -0.434 -0.107 -0.107 -0.107 0.220 0.556 -0.107 0.220 -0.107 0.220 0.220 0.556 0.556 0.907 0.907 0.220 0.556 0.907 0.556 0.907
0.594 0.596 0.594 0.598 0.605 0.596 0.594 0.598 0.596 0.594 0.594 0.598 0.598 0.598 0.608 0.605 0.596 0.594 0.596 0.594 0.594 0.594 0.598 0.598 0.608 0.596 0.594 0.594 0.598 0.594 0.598 0.598 0.608 0.608 0.626 0.605 0.596 0.594 0.598 0.596 0.594 0.598 0.596 0.594 0.594 0.594 0.598 0.608 0.594 0.598 0.594 0.598 0.598 0.608 0.608 0.626 0.626 0.598 0.608 0.626 0.608 0.626
352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413
1 0 1 0 0 1 1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1
1 0 0 0 1 0 1 1 0 1 1 0 0 1 1 1 0 1 1 1 0 1 0 1 0 0 0 1 1 0 1 1 0 1 0 1 1 0 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 1 1 0 0 1 0 1 1 0
3 2 1 2 1 1 1 1 5 1 1 1 1 1 1 1 1 3 2 2 2 1 1 1 1 1 1 1 1 4 1 1 3 4 2 3 1 1 1 1 2 1 4 5 3 1 3 1 1 1 1 2 1 2 1 1 4 6 1 4 4 1
6.578 0.827 0.043 1.023 0.289 0.100 0.178 0.135 0.809 0.979 0.321 0.356 0.252 0.412 0.312 0.341 0.647 1.058 0.614 0.274 0.072 0.630 0.217 0.206 0.558 0.181 0.110 1.339 1.067 1.350 1.205 0.503 2.286 2.766 0.954 1.561 1.182 1.068 1.293 0.730 0.191 0.424 2.452 4.010 3.073 1.048 2.449 0.796 0.963 0.252 1.826 2.987 1.031 2.289 1.824 0.365 2.648 5.881 2.029 6.187 4.687 1.617
1.284 -1.113 -0.434 -0.767 -0.107 -0.107 -0.107 -0.107 -0.434 -0.107 0.556 -0.767 -0.107 0.220 0.220 -0.107 -0.107 0.220 0.556 -0.434 -0.434 -0.107 -0.107 0.556 -0.107 -0.434 0.220 0.556 0.907 -0.767 -0.434 -0.107 -0.434 -0.107 -0.107 0.220 0.220 -0.434 -0.107 0.220 0.220 0.556 -0.107 0.220 0.556 0.220 0.907 -0.434 -0.107 -0.107 -0.107 0.220 0.220 0.556 0.907 0.220 0.220 0.556 0.556 0.907 0.907 0.907
0.652 0.621 0.596 0.605 0.594 0.594 0.594 0.594 0.596 0.594 0.608 0.605 0.594 0.598 0.598 0.594 0.594 0.598 0.608 0.596 0.596 0.594 0.594 0.608 0.594 0.596 0.598 0.608 0.626 0.605 0.596 0.594 0.596 0.594 0.594 0.598 0.598 0.596 0.594 0.598 0.598 0.608 0.594 0.598 0.608 0.598 0.626 0.596 0.594 0.594 0.594 0.598 0.598 0.608 0.626 0.598 0.598 0.608 0.608 0.626 0.626 0.626
414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450
1 0 1 1 1 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 1 1 0 0 1 0 1 1 1 0 0 1 1 0 0 1 1
1 0 0 1 0 0 1 0 0 1 0 0 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1
4 3 1 1 2 2 2 4 1 1 1 1 12 3 1 3 1 1 1 1 1 1 1 1 3 1 2 1 1 5 28 2 20 5 24 4 49
6.900 0.687 0.287 0.469 0.123 1.577 2.579 0.890 0.674 1.575 0.737 2.286 5.077 5.341 1.327 4.046 1.396 5.956 0.549 0.898 0.310 0.688 0.521 3.782 3.979 3.014 4.437 0.610 1.860 3.353 10.222 3.527 15.049 2.672 11.399 3.934 24.167
1.284 -0.434 -0.107 0.220 0.220 -0.107 0.220 0.220 0.220 0.907 -0.107 0.220 0.556 0.907 0.556 0.907 0.907 1.284 -0.107 0.220 0.220 0.556 0.556 0.556 0.907 0.907 1.284 0.556 0.907 0.556 0.907 0.907 1.284 0.907 1.284 1.284 1.698
0.652 0.596 0.594 0.598 0.598 0.594 0.598 0.598 0.598 0.626 0.594 0.598 0.608 0.626 0.608 0.626 0.626 0.652 0.594 0.598 0.598 0.608 0.608 0.608 0.626 0.626 0.652 0.608 0.626 0.608 0.626 0.626 0.652 0.626 0.652 0.652 0.688
Interpretasi : Berdasarkan hasil diatas disimpulkan bahwa tingkat ketepatan (precision) dan kekonsistenan skor tes memiliki ketepatan yang baik. Dengan diketahui nilai reliabilitas berkisar antara 0-1. Semakin tinggi koefisien reliabilitas Suatu tes (mendekati 1), maka semakin tinggi pula ketepatannya. Dibuktikan dengan skor nilai z diantara 0,5 dan 0,6.
9. > plot(mml1)
Interpretasi : Berdasarkan kurva ICC diatas, disimpulkan bahwa semakin tinggi kemampuan peserta tes ujian kompetensi kejuruan teknik sipil, maka peluang untuk menjawab sebuah butir soal dengan benar akan semakin meningkat (Croaker & Algina, 1986). Butir-butir tersebut mengurutkan dari soal yang paling mudah ke soal yang paling sukar.
10. > mml2 <- ltm(CitraR2~z1) 11. > mml2 Call: ltm(formula = CitraR2 ~ z1) Coefficients: Dffclt VAR00001 -0.090 VAR00002 0.064 VAR00003 -1.389 VAR00004 0.111 VAR00005 -0.036 VAR00006 -0.292 VAR00007 -0.979 VAR00008 1.490 VAR00009 1.841 VAR00010 -0.482
Dscrmn 0.940 1.091 1.000 1.084 1.340 1.272 1.209 0.552 0.297 0.915
Log.Lik: -6241.31 Interpretasi : Berdasarkan analisis data hasil nilai ujian kompetensi kejuruan SMK Teknik Bangunan Se-Kota Surabaya diketahui bahwa soal tersebut memiliki tingkat kesukaran butir (b) pada butir ke 2,4,8,dan 9 karena mendekati indeks skor +2. Berdasarkan daya pembeda (Dscrmn), pada hasil output diketahui bahwa butir-butir soal pada ujian kompetensi kejuruan teknik sipil memiliki daya pembeda yang baik/dapat diterima (tinggi), karena 9 butir soal yang ada memiliki skor ≥ 0,4 (Crocker & Algina (1986). Terdapat 1 soal yang perlu diperbaiki yaitu pada butir 9, karena memiliki daya pembeda 0,297 atau rendah.
12. > coef.ltm(mml2)
VAR00001 VAR00002 VAR00003 VAR00004 VAR00005 VAR00006 VAR00007 VAR00008 VAR00009 VAR00010
Dffclt -0.09043827 0.06411945 -1.38924120 0.11057418 -0.03561635 -0.29159113 -0.97895976 1.49018756 1.84108754 -0.48155948
Dscrmn 0.9404265 1.0911491 0.9998674 1.0844218 1.3398117 1.2716791 1.2087786 0.5523070 0.2973232 0.9150797
Interpretasi : Berdasarkan analisis data hasil nilai ujian kompetensi kejuruan SMK Teknik Bangunan Se-Kota Surabaya diketahui bahwa soal tersebut memiliki tingkat kesukaran butir (b) pada butir ke 2,4,8,dan 9 karena mendekati indeks skor +2. Berdasarkan daya pembeda (Dscrmn), pada hasil output diketahui bahwa butir-butir soal pada ujian kompetensi kejuruan teknik sipil memiliki daya pembeda yang baik/dapat diterima (tinggi), karena 9 butir soal yang ada memiliki skor ≥ 0,4 (Crocker & Algina (1986). Terdapat 1 soal yang perlu diperbaiki yaitu pada butir 9, karena memiliki daya pembeda 0,297 atau rendah.
13. > factor.scores(mml2,method="EAP" factor.scores(mml2,method="EAP") ) Call: ltm(formula = CitraR2 ~ z1) Scoring Method: Expected A Posteriori Factor-Scores for observed response patterns: VAR00001 VAR00002 VAR00003 VAR00004 VAR00005 VAR00006 VAR00007 VAR00008 1 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 1 0 8 0 0 0 0 0 0 1 0 9 0 0 0 0 0 0 1 0 10 0 0 0 0 0 0 1 1 11 0 0 0 0 0 0 1 1 12 0 0 0 0 0 0 1 1 13 0 0 0 0 0 1 0 0 14 0 0 0 0 0 1 0 0 15 0 0 0 0 0 1 0 0 16 0 0 0 0 0 1 0 0 17 0 0 0 0 0 1 0 1 18 0 0 0 0 0 1 0 1 19 0 0 0 0 0 1 1 0 20 0 0 0 0 0 1 1 0 21 0 0 0 0 0 1 1 0 22 0 0 0 0 0 1 1 0 23 0 0 0 0 0 1 1 1 24 0 0 0 0 0 1 1 1 25 0 0 0 0 1 0 0 1 26 0 0 0 0 1 0 1 0 27 0 0 0 0 1 0 1 0 28 0 0 0 0 1 0 1 1 29 0 0 0 0 1 1 0 0 30 0 0 0 0 1 1 0 0 31 0 0 0 0 1 1 0 0 32 0 0 0 0 1 1 1 0 33 0 0 0 0 1 1 1 0 34 0 0 0 0 1 1 1 0 35 0 0 0 0 1 1 1 1
36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1
1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0
1 0 0 0 0 0 1 1 1 1 1 0 0 1 1 0 0 0 1 1 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1
1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0
98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1
1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 1 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 1 1 1 1 1 0 0 0 0 1
0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 1 1 0 0 0 1 0
160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 1 1 1
1 1 1 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 1 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1
0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 1
222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0
1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 0
1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 0 1 1 0
1 0 1 1 1 0 0 0 1 1 1 1 1 0 0 1 1 0 0 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 1 1 0
1 0 0 0 1 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 1 0 1 1 0 0 0 0 0 1 0 0 1 0 0 1 1 0 0 1 1 0 1 0 0 0 0 1 0
284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 0 0
0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1
0 1 1 0 0 0 0 1 1 1 0 1 1 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 0 1 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1
346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1
0 1 1 1 1 1 1 0 0 1 1 1 0 0 1 1 1 0 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 1 1 0 0 0 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 1 1 1 1 1 0
1 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 0 0 1 1
408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
VAR00009 VAR00010 Obs Exp 0 0 2 14.498 -1.862 0 1 2 4.869 -1.493 1 0 1 4.912 -1.737 1 1 3 1.837 -1.382 0 1 1 0.992 -1.289 1 1 2 0.397 -1.184 0 0 7 6.709 -1.383 0 1 5 3.416 -1.060 1 0 1 2.614 -1.275 0 0 1 1.450 -1.185 1 0 3 0.599 -1.082 1 1 1 0.397 -0.780 0 0 3 2.731 -1.360 0 1 1 1.419 -1.039 1 0 1 1.071 -1.253 1 1 1 0.612 -0.940
z1 se.z1 0.655 0.617 0.641 0.607 0.599 0.591 0.607 0.582 0.598 0.591 0.584 0.567 0.605 0.581 0.596 0.575
1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 1
0 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 1 1 1
17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78
0 1 0 0 1 1 0 1 0 0 1 0 0 1 1 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 1 0 1 1 0 1 1 0 0 0 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 0 0
1 1 0 1 0 1 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 0 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1
1 0.369 -0.856 0.570 2 0.168 -0.760 0.566 2 2.230 -0.941 0.575 1 1.678 -0.646 0.562 2 0.989 -0.844 0.570 2 0.812 -0.553 0.559 1 0.541 -0.473 0.558 1 0.286 -0.667 0.562 1 0.400 -1.139 0.588 2 1.163 -0.625 0.561 3 0.677 -0.822 0.569 2 0.379 -0.452 0.557 1 0.635 -0.898 0.572 1 0.285 -0.801 0.568 1 0.243 -0.512 0.558 2 0.885 -0.513 0.558 1 0.980 -0.229 0.556 1 0.446 -0.421 0.557 1 0.163 -0.250 0.556 1 0.229 0.036 0.561 2 2.171 -1.429 0.611 2 1.061 -1.103 0.585 2 0.834 -1.320 0.602 1 0.458 -1.229 0.594 1 0.119 -0.820 0.568 1 1.637 -1.003 0.578 2 1.166 -0.705 0.564 2 0.713 -0.905 0.573 1 0.554 -0.612 0.561 1 0.364 -0.532 0.559 1 0.495 -0.685 0.563 1 0.085 -0.706 0.564 2 0.862 -0.593 0.560 2 0.424 -0.500 0.558 1 0.342 -0.664 0.562 1 0.204 -0.862 0.570 1 0.058 -0.685 0.563 2 0.600 -0.572 0.560 2 0.297 -0.479 0.558 1 0.339 -0.195 0.557 1 0.201 -0.400 0.557 2 0.247 -0.116 0.558 2 0.274 -0.268 0.556 1 0.149 -0.176 0.557 2 0.540 -0.177 0.557 1 0.493 0.205 0.568 3 11.091 -1.461 0.614 5 5.275 -1.132 0.587 6 4.225 -1.350 0.604 1 2.213 -1.030 0.580 2 2.300 -1.259 0.597 4 1.306 -0.945 0.575 3 0.929 -1.154 0.589 4 0.579 -0.848 0.570 8 8.069 -1.032 0.580 13 5.601 -0.732 0.565 1 3.486 -0.932 0.574 1 2.643 -0.638 0.561 3 2.109 -0.849 0.570 3 1.722 -0.558 0.559 3 3.358 -1.010 0.579 2 2.375 -0.712 0.564
79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140
1 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 0 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0 1 0 0 1 1 0 1 1 1 0 1
0 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 0 0 0 1 0 1 1 0 1 0 0 1 0 1 1 0 1 0 1 0 1 1 1 0 1 0 1
2 2 1 1 8 7 3 3 1 1 2 1 2 4 1 2 1 2 3 4 1 2 1 1 2 1 1 4 8 1 1 1 2 1 2 2 1 4 4 1 1 2 2 3 2 1 3 2 1 3 1 1 6 2 2 1 1 1 1 1 1 1
1.460 1.127 0.738 0.369 4.105 4.123 2.002 2.189 1.343 1.578 0.689 0.881 2.271 1.639 0.994 0.783 0.608 0.281 2.851 2.920 1.400 1.560 0.943 1.219 1.271 0.212 0.281 2.483 3.650 1.371 2.195 1.762 1.117 2.499 1.671 1.066 0.638 2.837 2.702 1.360 1.410 1.001 0.453 1.170 0.387 2.234 3.053 0.836 0.827 0.437 0.271 0.174 1.588 2.212 0.861 1.307 1.033 0.643 0.378 0.585 0.279 0.291
-0.912 -0.618 -0.538 -0.446 -0.619 -0.335 -0.526 -0.243 -0.447 -0.164 -0.355 -0.071 -0.988 -0.691 -0.889 -0.597 -0.807 -0.711 -0.598 -0.314 -0.505 -0.221 -0.426 -0.578 -0.294 -0.314 -0.030 -0.203 0.083 -0.111 0.178 0.261 0.358 -1.074 -0.772 -0.974 -0.890 -0.679 -0.393 -0.585 -0.301 -0.222 -0.413 -0.373 -0.486 -0.282 0.002 -0.637 -0.352 -0.260 -0.464 -0.089 -0.261 0.024 -0.169 0.118 0.200 0.297 -0.149 0.138 -0.070 0.317
0.573 0.561 0.559 0.557 0.561 0.556 0.559 0.556 0.557 0.557 0.556 0.559 0.578 0.563 0.572 0.560 0.568 0.564 0.560 0.556 0.558 0.557 0.557 0.560 0.556 0.556 0.560 0.557 0.563 0.558 0.567 0.571 0.577 0.583 0.566 0.577 0.572 0.563 0.557 0.560 0.556 0.557 0.557 0.557 0.558 0.556 0.560 0.561 0.556 0.556 0.557 0.558 0.556 0.561 0.557 0.564 0.568 0.573 0.557 0.565 0.559 0.574
141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202
0 0 1 1 0 1 0 0 1 0 1 1 1 1 0 1 1 1 0 0 1 0 0 0 0 1 0 1 0 1 0 0 0 0 1 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 1
0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 0 1 0 0 1 1 0 0 1 1 1 0 1 0 1 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 1 1 0 1 0 0 1 0 1 0 0 1 0 0 0 1 0
2 5 2 1 2 2 3 1 1 1 3 2 1 1 1 1 1 1 3 2 1 1 2 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 3 2 1 1 2 1 2 2 3 1 3 1 2 2 1 3
2.123 4.283 1.297 2.864 2.523 1.788 2.260 1.108 0.869 1.219 0.745 0.580 0.209 0.191 0.713 0.313 0.248 0.089 0.903 0.931 0.498 0.300 0.483 0.358 0.114 0.058 0.628 0.356 0.269 0.156 0.567 0.856 0.527 0.362 0.227 0.062 0.621 0.607 0.300 0.129 0.203 0.333 0.500 0.308 0.700 0.622 1.747 1.113 0.815 0.667 2.969 2.833 1.424 1.479 0.941 1.263 1.227 0.610 0.206 2.344 3.210 1.265
0.137 0.437 0.233 0.539 0.628 0.736 -1.427 -1.100 -1.317 -0.703 -0.902 -0.609 -0.724 -0.437 -0.980 -0.882 -0.590 -0.704 -0.591 -0.306 -0.214 -0.419 -0.957 -0.662 -0.489 -0.396 -0.569 -0.193 -0.550 -0.174 -0.175 0.112 -1.043 -0.743 -0.943 -0.764 -0.650 -0.364 -0.556 -0.537 -0.082 0.207 0.166 0.262 0.571 0.661 -0.770 -0.971 -0.675 -0.887 -0.676 -0.390 -0.583 -0.298 -0.503 -0.657 -0.371 -0.563 -0.391 -0.280 0.005 -0.188
0.565 0.582 0.570 0.589 0.596 0.605 0.611 0.585 0.601 0.564 0.573 0.561 0.564 0.557 0.577 0.572 0.560 0.564 0.560 0.556 0.557 0.557 0.576 0.562 0.558 0.557 0.559 0.557 0.559 0.557 0.557 0.564 0.581 0.565 0.575 0.566 0.562 0.556 0.559 0.559 0.558 0.568 0.566 0.571 0.591 0.599 0.566 0.577 0.563 0.572 0.563 0.557 0.560 0.556 0.558 0.562 0.556 0.559 0.557 0.556 0.561 0.557
203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264
1 0 0 1 1 0 1 0 0 0 1 0 0 0 0 1 1 0 1 1 0 0 0 0 0 1 1 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 1 1 0 0 1 1 1 0 0 1 0 0 1 1 1 0 0 1 0
1 0 1 0 1 0 1 0 0 1 1 0 1 0 1 0 1 1 0 1 0 0 1 1 1 0 1 0 1 1 1 1 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 0 0 1 1 0 1 0 0 0 0 1 0 1 1 1
1 1 4 1 1 2 1 1 1 4 2 1 2 2 1 1 2 4 1 1 1 5 2 1 1 1 1 2 1 1 1 1 1 1 2 4 1 2 3 12 1 5 2 1 8 2 3 1 1 1 2 1 1 1 2 1 1 1 2 2 1 1
1.885 0.924 1.483 0.525 0.918 0.875 0.458 0.284 1.666 2.326 1.375 0.728 0.489 2.234 4.516 1.366 3.022 2.664 0.718 1.888 0.880 1.520 1.974 0.883 0.873 0.353 0.242 1.842 3.451 2.251 1.940 1.338 0.631 0.251 1.340 1.458 0.598 1.165 2.791 7.923 1.900 5.957 5.819 1.228 4.669 3.286 1.532 1.243 0.270 0.165 1.589 0.602 0.239 0.968 0.253 0.115 0.561 0.603 0.802 0.808 0.429 0.310
0.098 -0.109 0.180 -0.016 0.276 -0.635 -0.258 -0.462 -0.259 0.026 0.120 -0.240 0.222 0.139 0.439 0.235 0.541 0.631 0.417 0.738 -0.716 -0.338 -0.054 0.120 -0.034 -0.227 0.236 0.058 0.354 0.454 0.541 0.646 -0.013 -0.205 0.080 0.565 0.099 0.398 0.497 0.825 0.601 0.939 1.040 0.801 1.162 -1.483 -1.152 -1.372 -1.175 -0.867 -0.751 -0.868 -0.484 -1.030 -0.848 -0.752 -0.545 -0.261 -0.617 -0.332 -0.240 -0.161
0.564 0.558 0.567 0.560 0.572 0.561 0.556 0.557 0.556 0.561 0.565 0.556 0.569 0.565 0.582 0.570 0.589 0.596 0.580 0.605 0.564 0.556 0.559 0.565 0.560 0.557 0.570 0.562 0.576 0.583 0.589 0.597 0.560 0.557 0.563 0.591 0.564 0.579 0.586 0.613 0.594 0.624 0.635 0.611 0.648 0.616 0.589 0.606 0.590 0.571 0.565 0.571 0.558 0.580 0.570 0.565 0.559 0.556 0.561 0.556 0.556 0.557
265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326
0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0 0 1 0 0 1 1 0 0 1 1 0 1 1 0 0 1 0 0 1 0 0 1 1 0 0 1 0 0 0 0 0 1 1 0 0
0 1 0 0 1 1 0 0 0 0 0 1 0 0 1 1 1 1 0 1 0 1 0 1 0 1 0 1 1 0 0 0 1 0 1 0 1 1 0 1 0 1 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1
2 1 1 2 1 1 1 2 1 1 1 1 1 1 2 2 1 1 5 4 3 1 6 4 2 3 2 2 1 2 1 1 1 4 5 2 1 1 2 2 2 1 3 2 2 1 2 1 1 1 1 1 1 1 4 5 2 1 2 1 2 2
0.343 0.188 0.113 0.683 0.986 0.471 0.183 0.341 0.164 0.108 0.055 0.829 0.241 0.236 0.229 0.600 0.753 0.465 3.592 2.300 0.893 0.327 3.853 3.521 1.822 1.813 1.190 1.273 0.690 1.635 0.510 0.256 0.303 2.865 3.758 1.525 2.177 1.691 0.617 1.032 1.129 1.071 0.558 2.030 2.715 1.087 0.789 1.236 0.445 0.759 0.884 1.204 0.476 0.554 2.563 4.954 1.243 2.840 0.790 1.981 1.148 1.012
-0.597 -0.220 -0.425 -0.222 0.064 0.241 -0.909 -0.677 -0.584 -0.504 -0.412 -0.016 -0.129 -0.656 -0.370 0.005 0.518 0.714 -1.123 -0.818 -0.937 -0.549 -0.724 -0.437 -0.630 -0.345 -0.550 -0.266 -0.174 -0.704 -0.531 -0.438 -0.155 -0.327 -0.043 -0.235 0.051 0.132 -0.063 0.227 -0.683 -0.397 -0.305 -0.306 -0.021 -0.214 -0.135 0.153 -0.042 0.249 -0.286 -0.002 -0.194 0.174 0.091 0.389 0.269 0.578 0.367 0.683 -0.764 -0.476
0.560 0.557 0.557 0.557 0.562 0.570 0.573 0.563 0.560 0.558 0.557 0.560 0.558 0.562 0.556 0.561 0.587 0.603 0.586 0.568 0.575 0.559 0.564 0.557 0.561 0.556 0.559 0.556 0.557 0.564 0.559 0.557 0.557 0.556 0.559 0.556 0.562 0.565 0.559 0.569 0.563 0.557 0.556 0.556 0.560 0.557 0.558 0.566 0.559 0.570 0.556 0.560 0.557 0.567 0.563 0.579 0.572 0.592 0.577 0.601 0.566 0.558
327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388
0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 1 1 0 1 1 0 0 1 0 0 1 0 1 0 0 1 1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 1 0
1 1 0 1 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 0 1 1 0 1 1 0 0 0 1 0 1 1 0 1 1 0 0 1 1 1 0 1 1 1 0 1 0 1 0 0 0 1 1 0 1 1 0 1 0 1 1
1 1 2 4 2 3 1 2 5 3 1 3 1 3 1 1 3 1 1 1 6 10 4 1 4 3 2 1 2 1 1 1 1 5 1 1 1 1 1 1 1 1 3 2 2 2 1 1 1 1 1 1 1 1 4 1 1 3 4 2 3 1
0.358 0.192 1.875 2.332 1.327 0.813 1.029 0.427 2.140 3.835 2.096 0.741 0.330 1.551 2.837 0.919 1.835 1.570 1.074 0.496 3.035 8.204 6.064 1.797 5.836 4.598 0.755 0.086 0.840 0.289 0.132 0.178 0.126 0.647 0.871 0.245 0.247 0.248 0.371 0.292 0.280 0.602 1.195 0.697 0.226 0.077 0.538 0.222 0.144 0.499 0.130 0.097 2.049 1.486 1.201 1.061 0.540 1.966 2.450 1.029 1.395 1.068
-0.305 -0.213 -0.385 -0.101 -0.008 -0.365 -0.082 -0.273 0.010 0.304 0.489 -0.060 0.114 0.032 0.326 0.126 0.426 0.513 0.616 0.639 0.446 0.769 0.881 0.637 0.980 1.100 -1.092 -0.810 -0.695 -0.238 -0.429 -0.297 -0.218 -0.299 -0.014 0.257 -0.654 -0.185 0.101 0.183 0.027 0.120 0.419 0.610 -0.447 -0.561 -0.073 -0.264 0.196 0.039 -0.316 0.175 0.803 1.016 -0.762 -0.474 -0.382 -0.383 -0.099 -0.291 -0.006 0.074
0.556 0.557 0.557 0.558 0.560 0.556 0.558 0.556 0.561 0.573 0.585 0.559 0.564 0.561 0.575 0.565 0.581 0.587 0.595 0.597 0.582 0.608 0.619 0.597 0.628 0.641 0.584 0.568 0.563 0.556 0.557 0.556 0.557 0.556 0.560 0.571 0.562 0.557 0.564 0.567 0.561 0.565 0.581 0.594 0.557 0.559 0.559 0.556 0.568 0.562 0.556 0.567 0.611 0.632 0.566 0.558 0.557 0.557 0.558 0.556 0.560 0.563
389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450
0 0 1 1 1 0 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 1 0 1 1 1 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 1 1 0 0 1 0 1 1 1 0 0 1 1 0 0 1 1
0 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 1 1 0 0 1 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1
1 1 1 2 1 4 5 3 1 3 1 1 1 1 2 1 2 1 1 4 6 1 4 4 1 4 3 1 1 2 2 2 4 1 1 1 1 12 3 1 3 1 1 1 1 1 1 1 1 3 1 2 1 1 5 28 2 20 5 24 4 49
0.852 1.081 0.619 0.178 0.288 2.250 4.040 2.597 1.044 1.502 0.602 0.779 0.229 1.631 2.988 0.966 1.934 1.134 0.345 3.200 8.669 2.147 6.413 6.175 1.348 4.869 0.561 0.290 0.380 0.111 1.381 2.349 0.799 0.620 0.828 0.612 2.441 6.093 4.382 1.378 4.115 0.953 3.149 0.442 0.781 0.259 0.500 0.423 4.623 3.350 3.167 2.442 0.546 1.565 5.670 22.282 4.275 18.773 4.187 20.298 3.370 18.423
-0.363 -0.079 0.014 -0.100 0.189 0.013 0.306 0.405 0.188 0.595 -0.342 -0.058 -0.171 0.034 0.329 0.128 0.428 0.619 0.230 0.448 0.772 0.550 0.883 0.983 0.747 1.102 -0.421 -0.329 -0.045 -0.158 -0.046 0.245 0.047 0.128 0.529 -0.026 0.362 0.678 0.787 0.550 0.883 0.655 0.999 -0.005 0.288 0.089 0.386 0.472 0.703 0.813 0.909 1.026 0.507 0.836 0.835 1.201 0.949 1.330 1.050 1.445 1.173 1.586
0.556 0.558 0.561 0.558 0.568 0.561 0.574 0.580 0.567 0.593 0.556 0.559 0.557 0.561 0.575 0.565 0.581 0.595 0.570 0.582 0.608 0.590 0.619 0.629 0.606 0.641 0.557 0.556 0.559 0.557 0.559 0.570 0.562 0.565 0.588 0.560 0.577 0.600 0.610 0.590 0.619 0.598 0.630 0.560 0.573 0.563 0.578 0.584 0.602 0.612 0.621 0.633 0.587 0.614 0.614 0.652 0.625 0.667 0.636 0.680 0.649 0.696
Interpretasi : Berdasarkan hasil diatas disimpulkan bajwa tingkat ketepatan (precision) dan kekonsistenan skor tes memiliki ketepatan yang baik. Dengan diketahui nilai reliabilitas berkisar antara 0-1. Semakin tinggi koefisien reliabilitas Suatu tes (mendekati 1), maka semakin tinggi pula ketepatannya. Dibuktikan dengan skor nilai z diantara 0,5 dan 0,6.
14. > plot(mml2)
Interpretasi : Berdasarkan kurva ICC diatas, disimpulkan bahwa butir soal yang belum sesuai dengan model 2PL lebih sedikit dibandingkan dengan soal yang memiliki daya pembeda yang baik/ sesuai, sehingga diartikan bahwa model IRT 2PL sudah cukup baik untuk menggambarkan butirbutir soal ujian kompetensi kejuruan teknik sipil. Hal ini menunjukkan parameter daya beda berpengaruh terhadap model.
15. > mml3 <-tpm(CitraR2,start.val="random") <-tpm(CitraR2,start.val="random") 16. > mml3 Call: tpm(data = CitraR2, start.val = "random") Coefficients: Gussng VAR00001 0.116 VAR00002 0.307 VAR00003 0.479 VAR00004 0.300 VAR00005 0.285 VAR00006 0.386 VAR00007 0.559 VAR00008 0.249 VAR00009 0.333 VAR00010 0.370
Dffclt 0.205 0.751 -0.135 0.777 0.583 0.616 0.549 1.514 1.476 0.501
Dscrmn 1.205 3.349 2.232 3.335 3.129 11.285 22.864 3.544 18.077 2.069
Log.Lik: -6159.204 Interpretasi : Berdasarkan analisis data hasil nilai ujian kompetensi kejuruan SMK Teknik Bangunan Se-Kota Surabaya diketahui bahwa persentase soal yang sesuai lebih banyak dibandingkan soal yang tidak sesuai. Hal ini menunjukkan bahwa parameter daya beda dan peluang menebak (gussg) berpengaruh dalam model. Nilai c (peluang menebak) berkisar antara nilai 0,1 sampai dengan 0,4. Soal yang memiliki peluang menebak lebih dari 0,2 adalah butir 2, 3, 4, 5, 6, 7, 8, 9, dan 10. Peluang menebak tertinggi terdapat pada soal nomor 7 sebesar 0,559, artinya untuk soal nomor 7 peserta ujian dengan kemampuan rendah dapat menebak jawaban benar dengan peluang 0,559.
17. > coef.tpm(mml3) coef.tpm(mml3) Gussng Dffclt Dscrmn VAR00001 0.1161014 0.2052678 1.204938 VAR00002 0.3068565 0.7505796 3.348790 VAR00003 0.4792868 -0.1354676 2.232224 VAR00004 0.3002752 0.7772611 3.334634 VAR00005 0.2853947 0.5833540 3.129008 VAR00006 0.3856593 0.6156909 11.284831 VAR00007 0.5594002 0.5492664 22.863889 VAR00008 0.2490649 1.5136089 3.543918 VAR00009 0.3329978 1.4762617 18.077127 VAR00010 0.3702736 0.5013336 2.068842 Interpretasi : Nilai c (peluang menebak) berkisar antara nilai 0,1 sampai dengan 0,4. Soal yang memiliki peluang menebak lebih dari 0,2 adalah butir 2, 3, 4, 5, 6, 7, 8, 9, dan 10. Peluang menebak tertinggi terdapat pada soal nomor 7 sebesar 0,559, artinya untuk soal nomor 7 peserta ujian dengan kemampuan rendah dapat menebak jawaban benar dengan peluang 0,559.
18. > factor.scores(mml3,method="EA factor.scores(mml3,method="EAP") P") Call: tpm(data = CitraR2, start.val = "random") Scoring Method: Expected A Posteriori Factor-Scores for observed response patterns: VAR00001 VAR00002 VAR00003 VAR00004 VAR00005 VAR00006 VAR00007 VAR00008 1 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 1 0 8 0 0 0 0 0 0 1 0 9 0 0 0 0 0 0 1 0 10 0 0 0 0 0 0 1 1 11 0 0 0 0 0 0 1 1 12 0 0 0 0 0 0 1 1 13 0 0 0 0 0 1 0 0 14 0 0 0 0 0 1 0 0 15 0 0 0 0 0 1 0 0 16 0 0 0 0 0 1 0 0 17 0 0 0 0 0 1 0 1 18 0 0 0 0 0 1 0 1 19 0 0 0 0 0 1 1 0 20 0 0 0 0 0 1 1 0 21 0 0 0 0 0 1 1 0 22 0 0 0 0 0 1 1 0 23 0 0 0 0 0 1 1 1
24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1
1 0 1 1 1 0 0 0 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 1 1 0 0 0 1 1 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1
1 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0
86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0
0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0
1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0
1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 1 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0
0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 0
148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0
0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 1 0 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 0 0
0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 1 1 0 0
210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0
0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0
0 1 1 1 0 0 1 1 1 1 1 1 1 0 1 1 1 0 0 0 1 1 1 1 1 0 0 1 1 0 0 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 0 0 1 1 1 0
1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 1 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 1 0 1 1 0 0 0 0 0 1 0 0 1 0 0 1 1
272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 1 1
0 0 0 0 1 1 0 0 1 1 1 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 1 0 0
0 0 1 1 0 1 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 1 0 1 1 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 0 1 1 1 1 0 0 1 1 0 0 0 0 0
334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1
0 1 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 1 1 1 0 0 1 1 1 0 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 1 1 0 0 0 1 1 1 1 1 0 0 0 0 0 1 1
0 0 0 1 0 1 0 0 0 0 1 1 1 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0
396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
VAR00009 VAR00010 Obs 1 0 0 2 0 1 3 1 0 4 1 1 5 0 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 Exp 2 3.664 2 2.673 1 1.829 3 1.335 1 0.891
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 z1 se.z1 -1.023 0.656 -1.015 0.809 -0.922 0.727 -0.913 0.894 -0.957 0.705
0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
1 1 1 0 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 1
0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 1 1 1
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67
1 0 0 1 0 1 1 0 0 1 1 0 1 0 0 1 1 0 1 0 0 1 0 0 1 1 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 1 0 1 1 0 1 1 0 0 0 1 0 1 0 0 1 1 0
1 0 1 0 0 0 1 0 1 0 1 1 1 0 1 0 1 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 0 0 1 0 1 1 1 0 1 0 1 0 1 0
2 7 5 1 1 3 1 3 1 1 1 1 2 2 1 2 2 1 1 1 2 3 2 1 1 1 2 1 1 1 1 2 2 2 1 1 1 2 2 1 1 1 1 2 2 1 1 1 2 2 1 1 2 2 1 2 1 3 5 6 1 2
0.445 4.657 3.410 2.325 1.550 0.774 0.568 2.301 1.680 1.149 0.839 0.560 0.280 2.944 2.198 1.470 1.097 0.737 0.490 0.538 1.592 1.030 0.534 1.016 0.507 0.385 1.341 1.128 0.669 0.225 0.193 1.641 1.219 0.819 0.546 0.203 2.092 1.572 1.045 0.785 0.526 0.768 0.171 1.342 0.670 0.568 0.366 0.122 0.950 0.474 0.388 0.318 0.263 0.361 0.180 0.662 0.340 5.627 4.612 2.809 2.303 1.878
-0.798 -0.863 -0.704 -0.708 -0.861 -0.656 -0.433 -0.840 -0.852 -0.787 -0.786 -0.781 -0.696 -0.709 -0.536 -0.634 -0.468 -0.364 -0.587 -1.080 -0.702 -0.675 -0.703 -0.855 -0.754 -0.699 -0.707 -0.408 -0.582 -0.538 -0.080 -1.202 -1.259 -1.109 -1.085 -0.917 -1.058 -0.941 -0.932 -0.839 -0.657 -1.096 -0.779 -0.839 -0.759 -1.146 -0.994 -0.933 -1.002 -0.786 -0.570 -0.946 -0.498 -0.964 -0.830 -0.668 -0.114 -0.643 -0.437 -0.604 -0.389 -0.679
0.805 0.732 0.840 0.749 0.646 0.648 0.724 0.554 0.757 0.559 0.775 0.639 0.657 0.644 0.797 0.606 0.760 0.742 0.511 0.492 0.770 0.674 0.771 0.497 0.491 0.686 0.622 0.781 0.561 0.558 0.706 0.691 0.819 0.785 0.585 0.846 0.803 0.938 0.867 0.973 0.880 0.838 0.518 0.802 0.778 0.705 0.692 0.598 0.709 0.788 0.907 0.698 0.915 0.751 0.794 0.801 0.900 0.723 0.744 0.757 0.753 0.664
68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129
0 1 1 0 0 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 0 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0
1 0 1 0 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 0 0 0 1 0 1 1 0 1 0 0 1 0 1 1 0
4 3 4 8 13 1 1 3 3 3 2 2 2 1 1 8 7 3 3 1 1 2 1 2 4 1 2 1 2 3 4 1 2 1 1 2 1 1 4 8 1 1 1 2 1 2 2 1 4 4 1 1 2 2 3 2 1 3 2 1 3 1
1.543 0.938 0.770 7.217 6.066 3.603 3.028 2.414 2.043 3.541 2.914 1.768 1.455 0.976 0.487 4.781 4.524 2.387 2.259 1.616 1.571 0.807 0.785 2.694 2.334 1.345 1.165 0.901 0.450 3.587 3.442 1.791 1.718 1.210 1.706 1.504 0.285 0.253 2.821 3.816 1.409 1.911 1.430 0.720 2.623 2.210 1.309 0.876 3.436 3.112 1.715 1.554 1.062 0.577 1.412 0.554 2.520 3.010 1.284 1.150 0.574 0.430
-0.435 -0.618 -0.364 -0.336 -0.173 -0.274 -0.137 -0.340 -0.084 -0.590 -0.383 -0.594 -0.377 -0.370 -0.367 -0.273 -0.039 -0.275 -0.059 -0.178 0.196 -0.211 0.138 -0.688 -0.450 -0.570 -0.333 -0.773 -0.623 -0.355 -0.109 -0.239 -0.059 -0.346 -0.598 -0.359 -0.596 -0.322 -0.164 0.186 -0.169 0.158 0.450 0.440 -0.767 -0.610 -0.688 -0.718 -0.412 -0.204 -0.342 -0.183 0.100 -0.180 -0.495 -0.604 -0.181 0.144 -0.760 -0.540 -0.402 -0.803
0.690 0.705 0.700 0.629 0.566 0.582 0.517 0.618 0.550 0.597 0.667 0.615 0.677 0.613 0.628 0.576 0.548 0.541 0.510 0.604 0.530 0.552 0.505 0.671 0.695 0.687 0.671 0.632 0.656 0.638 0.571 0.545 0.474 0.706 0.560 0.623 0.522 0.607 0.618 0.548 0.553 0.524 0.466 0.485 0.802 0.863 0.821 0.698 0.769 0.743 0.722 0.693 0.644 0.636 0.803 0.595 0.736 0.677 0.718 0.777 0.752 0.659
130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191
1 0 0 1 1 0 1 1 1 0 1 0 0 1 1 0 1 0 0 1 0 1 1 1 1 0 1 1 1 0 0 1 0 0 0 0 1 0 1 0 1 0 0 0 0 1 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 0
1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 0 1 0 0 1 1 0 0 1 1 1 0 1 0 1 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 1 1 0 1 0 0
1 6 2 2 1 1 1 1 1 1 1 2 5 2 1 2 2 3 1 1 1 3 2 1 1 1 1 1 1 3 2 1 1 2 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 3 2 1 1 2
0.193 1.872 2.158 0.935 1.077 0.770 0.385 0.412 0.388 0.278 0.132 2.030 4.046 1.019 2.083 1.794 0.985 1.697 1.262 0.847 1.628 1.080 0.813 0.360 0.272 1.067 0.533 0.397 0.177 1.390 1.111 0.555 0.465 0.759 0.589 0.197 0.098 0.984 0.403 0.478 0.187 0.688 0.714 0.765 0.581 0.382 0.127 0.985 0.775 0.492 0.240 0.225 0.220 0.404 0.203 0.332 0.289 2.294 1.357 1.145 0.908 3.566
-0.330 -0.295 0.051 -0.194 0.054 0.361 0.358 -0.557 -0.316 -0.593 -0.158 0.146 0.491 0.133 0.565 0.655 0.791 -0.903 -0.898 -0.830 -0.597 -0.652 -0.486 -0.641 -0.400 -0.761 -0.737 -0.717 -0.720 -0.649 -0.438 -0.410 -0.618 -0.940 -0.910 -0.962 -0.761 -0.817 -0.399 -0.774 -0.662 -0.627 -0.247 -1.046 -1.114 -0.947 -0.841 -0.913 -0.764 -0.793 -0.797 -0.465 0.130 -0.465 -0.370 0.503 0.588 -0.397 -0.606 -0.378 -0.655 -0.314
0.689 0.757 0.686 0.662 0.610 0.572 0.499 0.614 0.695 0.625 0.667 0.693 0.509 0.676 0.578 0.331 0.440 0.605 0.777 0.632 0.793 0.652 0.766 0.591 0.693 0.449 0.449 0.658 0.388 0.542 0.728 0.680 0.510 0.538 0.681 0.621 0.688 0.628 0.699 0.414 0.584 0.562 0.760 0.670 0.828 0.707 0.612 0.780 0.931 0.788 0.531 0.715 0.784 0.793 0.769 0.895 0.652 0.689 0.675 0.705 0.602 0.579
192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253
0 1 1 0 0 0 1 1 0 0 1 1 0 0 1 1 0 1 0 0 0 1 0 0 0 0 1 1 0 1 1 0 0 0 0 0 1 1 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 1 1 0 0 1 1 1 0
1 0 1 0 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 0 1 1 0 1 0 1 0 1 1 0 1 0 0 1 1 1 0 1 0 1 1 1 1 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 0 0 1 1
1 2 2 3 1 3 1 2 2 1 3 1 1 4 1 1 2 1 1 1 4 2 1 2 2 1 1 2 4 1 1 1 5 2 1 1 1 1 2 1 1 1 1 1 1 2 4 1 2 3 12 1 5 2 1 8 2 3 1 1 1 2
3.243 1.780 1.619 1.199 1.716 1.467 0.857 0.287 2.631 3.179 1.314 1.591 0.912 1.169 0.456 0.589 1.332 0.597 0.446 1.953 2.272 1.134 0.857 0.276 2.151 4.346 1.081 2.239 1.937 0.416 1.066 1.282 1.794 1.899 0.669 0.739 0.408 0.125 1.717 3.056 1.570 1.331 0.730 0.607 0.322 1.201 0.701 0.435 0.465 2.428 8.697 1.289 5.311 6.132 0.745 6.596 1.722 1.407 0.860 0.287 0.235 1.821
-0.122 -0.285 -0.109 -0.309 -0.595 -0.379 -0.611 -0.631 -0.267 0.049 -0.298 0.012 -0.135 0.316 -0.210 0.271 -0.644 -0.336 -0.716 -0.302 -0.017 -0.009 -0.596 -0.331 -0.081 0.396 -0.092 0.547 0.644 0.215 0.887 -0.682 -0.316 -0.064 0.256 -0.418 -0.611 -0.306 -0.054 0.350 0.410 0.609 0.760 -0.451 -0.578 -0.145 0.488 -0.577 -0.273 0.424 0.877 0.653 1.205 0.980 0.981 1.504 -0.970 -0.905 -0.806 -0.797 -0.693 -0.582
0.524 0.542 0.482 0.598 0.504 0.606 0.522 0.474 0.550 0.538 0.521 0.528 0.614 0.514 0.579 0.553 0.608 0.637 0.585 0.607 0.551 0.470 0.479 0.620 0.636 0.570 0.640 0.665 0.461 0.727 0.568 0.722 0.711 0.684 0.578 0.725 0.575 0.641 0.698 0.609 0.687 0.408 0.542 0.731 0.650 0.724 0.454 0.561 0.691 0.685 0.497 0.752 0.468 0.393 0.594 0.495 0.583 0.735 0.619 0.547 0.700 0.776
254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315
0 1 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0 0 1 0 0 1 1 0 0 1 1 0 1 1 0 0 1 0 0 1 0 0 1 1 0
0 1 0 0 0 0 1 0 1 1 1 0 1 0 0 1 1 0 0 0 0 0 1 0 0 1 1 1 1 0 1 0 1 0 1 0 1 0 1 1 0 0 0 1 0 1 0 1 1 0 1 0 1 1 0 1 0 0 1 0 1 0
1 1 1 2 1 1 1 2 2 1 1 2 1 1 2 1 1 1 2 1 1 1 1 1 1 2 2 1 1 5 4 3 1 6 4 2 3 2 2 1 2 1 1 1 4 5 2 1 1 2 2 2 1 3 2 2 1 2 1 1 1 1
0.734 0.305 1.083 0.361 0.180 0.710 0.631 1.069 0.975 0.487 0.332 0.517 0.224 0.173 0.766 0.887 0.321 0.267 0.504 0.252 0.168 0.084 0.742 0.242 0.389 0.345 0.554 0.390 0.162 3.340 3.107 1.119 0.521 4.396 4.392 2.195 2.193 1.484 1.505 0.751 2.111 0.708 0.354 0.335 3.291 4.285 1.643 2.141 1.563 0.572 0.782 1.758 1.727 0.862 2.587 3.213 1.292 0.892 1.148 0.445 0.573 1.133
-0.848 -0.313 -0.795 -0.801 -0.706 -0.541 -0.272 -0.905 -0.613 -0.340 -0.524 -0.852 -0.609 -0.883 -0.609 -0.121 0.199 -1.066 -0.899 -0.791 -0.853 -0.724 -0.139 -0.287 -1.132 -1.073 -0.447 0.388 0.659 -0.577 -0.352 -0.651 -0.275 -0.271 -0.069 -0.197 -0.045 -0.242 0.096 0.098 -0.532 -0.571 -0.544 -0.266 -0.125 0.184 -0.150 0.132 0.444 0.021 0.395 -0.674 -0.418 -0.257 -0.266 0.066 -0.147 -0.127 0.317 -0.019 0.323 -0.563
0.637 0.678 0.487 0.428 0.389 0.552 0.679 0.636 0.777 0.701 0.857 0.463 0.604 0.436 0.682 0.795 0.752 0.526 0.582 0.565 0.489 0.446 0.912 0.830 0.507 0.653 0.919 0.721 0.500 0.644 0.645 0.610 0.576 0.587 0.518 0.502 0.440 0.646 0.562 0.463 0.529 0.499 0.473 0.540 0.576 0.512 0.519 0.481 0.433 0.582 0.442 0.630 0.651 0.564 0.665 0.582 0.529 0.765 0.576 0.615 0.476 0.535
316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377
0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 1 1 0 1 1 0 0 1 0 0 1 0 1 0 0 1 1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0
1 0 1 0 1 0 1 0 1 0 1 1 1 0 1 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 0 1 1 0 1 1 0 0 0 1 0 1 1 0 1 1 0 0 1 1 1 0 1 1 1 0 1 0 1 0 0
1 1 1 4 5 2 1 2 1 2 2 1 1 2 4 2 3 1 2 5 3 1 3 1 3 1 1 3 1 1 1 6 10 4 1 4 3 2 1 2 1 1 1 1 5 1 1 1 1 1 1 1 1 3 2 2 2 1 1 1 1 1
1.164 0.565 0.397 2.842 5.623 1.058 2.270 0.531 1.165 1.633 1.564 0.527 0.263 2.300 2.637 1.316 1.044 1.033 0.521 2.221 3.957 1.572 0.901 0.305 1.637 2.629 0.817 1.313 0.983 0.491 0.119 2.932 8.226 4.414 1.239 4.337 2.718 0.829 0.138 1.072 0.318 0.179 0.220 0.148 0.739 0.779 0.139 0.403 0.278 0.290 0.203 0.235 0.501 0.824 0.333 0.336 0.130 0.508 0.261 0.088 0.425 0.194
-0.280 -0.504 -0.213 0.099 0.447 0.373 0.611 0.349 0.660 -0.656 -0.452 -0.396 -0.258 -0.220 0.073 0.054 -0.551 -0.307 -0.511 0.155 0.452 0.616 -0.444 -0.394 -0.024 0.350 0.046 0.332 0.552 0.551 0.138 0.463 0.678 0.853 0.620 0.742 0.983 -0.862 -0.752 -0.716 -0.401 -0.581 -0.615 -0.678 -0.572 -0.205 0.060 -0.943 -0.571 -0.251 -0.261 -0.703 -0.484 0.129 0.443 -0.955 -0.954 -0.447 -0.618 0.011 -0.429 -1.019
0.595 0.488 0.676 0.636 0.458 0.576 0.324 0.569 0.385 0.720 0.756 0.706 0.626 0.716 0.648 0.587 0.627 0.707 0.588 0.654 0.478 0.283 0.732 0.781 0.752 0.560 0.625 0.501 0.392 0.342 0.622 0.534 0.359 0.454 0.371 0.277 0.434 0.535 0.483 0.635 0.776 0.562 0.556 0.528 0.548 0.714 0.669 0.494 0.580 0.671 0.873 0.571 0.666 0.764 0.656 0.769 0.529 0.899 0.725 0.757 0.764 0.519
378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439
1 0 0 0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 1 0 1 1 1 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 1 1 0 0 1 0
0 1 1 0 1 1 0 1 0 1 1 0 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 1 1 0 0 1 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 1 1 0 1 0 1 0 1 0 1 1 1 1 1
1 1 1 4 1 1 3 4 2 3 1 1 1 1 2 1 4 5 3 1 3 1 1 1 1 2 1 2 1 1 4 6 1 4 4 1 4 3 1 1 2 2 2 4 1 1 1 1 12 3 1 3 1 1 1 1 1 1 1 1 3 1
0.063 1.204 0.701 1.697 1.627 0.812 2.399 2.770 1.198 1.383 0.978 1.085 1.077 0.538 0.182 0.183 2.347 4.231 2.132 0.860 0.865 0.919 0.939 0.309 1.724 2.799 0.861 1.397 0.523 0.212 3.146 8.911 1.603 4.791 4.728 0.708 2.977 0.842 0.420 0.418 0.141 1.426 2.088 0.712 0.502 0.384 0.557 2.212 5.877 3.155 0.920 3.082 0.486 1.956 0.474 0.517 0.237 0.258 0.177 2.996 1.496 1.165
-0.701 0.682 0.841 -0.557 -0.323 -0.275 -0.236 0.009 -0.207 0.000 0.226 -0.549 -0.297 -0.304 -0.578 -0.297 -0.073 0.315 0.296 0.187 0.583 -0.624 -0.367 -0.701 -0.158 0.206 -0.116 0.182 0.429 -0.559 0.271 0.703 0.350 0.969 0.825 0.689 1.165 -0.593 -0.518 -0.306 -0.522 -0.092 0.231 -0.093 0.190 0.460 -0.529 0.311 0.633 0.823 0.555 0.746 0.624 1.037 -0.636 -0.335 -0.495 -0.223 -0.211 0.478 0.449 0.611
0.403 0.649 0.476 0.572 0.595 0.567 0.557 0.501 0.488 0.435 0.532 0.451 0.536 0.521 0.410 0.536 0.587 0.501 0.545 0.618 0.482 0.572 0.613 0.570 0.650 0.544 0.537 0.468 0.429 0.508 0.646 0.479 0.720 0.528 0.383 0.634 0.468 0.646 0.614 0.653 0.560 0.678 0.577 0.602 0.659 0.411 0.543 0.611 0.441 0.544 0.454 0.322 0.557 0.492 0.638 0.702 0.578 0.609 0.772 0.446 0.427 0.286
440 441 442 443 444 445 446 447 448 449 450
1 1 1 0 0 1 1 0 0 1 1
1 0 1 0 1 0 1 0 1 0 1
2 1 1 5 28 2 20 5 24 4 49
0.582 0.605 0.269 0.180 -0.458 0.521 0.251 -0.045 0.616 5.429 0.775 0.526 27.617 1.071 0.380 3.109 1.070 0.512 19.971 1.376 0.368 3.408 0.886 0.416 23.568 1.111 0.341 2.767 1.252 0.467 48.648 1.797 0.543
Interpretasi : Berdasarkan hasil diatas disimpulkan bahwa tingkat ketepatan (precision) dan kekonsistenan skor tes memiliki ketepatan yang baik. Dengan diketahui nilai reliabilitas berkisar antara 0-1. Semakin tinggi koefisien reliabilitas Suatu tes (mendekati 1), maka semakin tinggi pula ketepatannya. Dibuktikan dengan skor nilai z diantara 0,5 dan 0,6.
19. > plot(mml3)
Interpretasi : Berdasarkan kurva ICC diatas, disimpulkan bahwa peluang menebak terendah terdapat pada soal nomor 1 (VAR00001) sebesar < 0,2 artinya untuk soal nomor 1 peserta ujian dengan kemampuan rendah dapat menebak jawaban benar dengan peluang < 0,2. Butir soal diatas, masih memiliki tingkat guessing yang rendah, jadi siswa berkemampuan rendah dapat menjawab jawaban benar memiliki rata-rata peluang > 0,6
20. > anova(mml1,mml2) anova(mml1,mml2) Likelihood Ratio Table AIC BIC log.Lik
LRT df p.value
mml1 12583.42 12637.41 -6280.71 mml2 12522.62 12620.77 -6241.31 78.8
9
<0.001
Interpretasi : Berdasarkan likelihood ratio pada anova (mml1 dan mml2), diketahui bahwa pemeriksaan model dilakukan berdasrkan Akaike Information Criteria (AIC), dihasilkan bahwa secara umum semakin kecil nilai AIC maka model tersebut dianggap terbaik (dengan AIC minimum), berdasarkan hasil data nilai AIC minimum ada pada mml2, maka disimpulkan bahwa pada perbandingan mml1 dan mml2, model yang paling baik untuk analisis respon butir yaitu mml2 (model 2PL) dengan skor AIC 12522,62 dengan nilai p. value memiliki kriteria yang baik karena nilai -2≤b≤2.
21. > anova(mml1,mml3) anova(mml1,mml3) Likelihood Ratio Table AIC BIC log.Lik LRT df p.value mml1 12583.42 12637.41 -6280.71 mml3 12378.41 12525.64 -6159.20 243.01 19 <0.001
> anova(mml2,mml3) Likelihood Ratio Table AIC BIC log.Lik LRT df p.value mml2 12522.62 12620.77 -6241.31 mml3 12378.41 12525.64 -6159.20 164.21 10 <0.001 Interpretasi : Berdasarkan likelihood ratio pada anova (mml1 dan mml3), hasil data nilai AIC minimum ada pada mml3, maka disimpulkan bahwa pada perbandingan mml1 dan mml3, model yang paling baik untuk analisis respon butir yaitu mml3 (model 3PL) dengan skor AIC 12378.41 dengan nilai p. value memiliki kriteria yang baik karena nilai -2≤b≤2. Berdasarkan likelihood ratio pada anova (mml2 dan mml3), hasil data nilai AIC minimum ada pada mml3, maka disimpulkan bahwa pada perbandingan mml2 dan mml3, model yang paling baik untuk analisis respon butir yaitu mml3 (model 3PL) dengan skor AIC 12378.41 dengan nilai p. value memiliki kriteria yang baik karena nilai -2≤b≤2. Maka, disimpulkan bahw aperbandingan antara model teori respon butir 1PL, 2PL, dan 3PL menunjukkan bahwa model teori respon butir 3PL memiliki jumlah butir soal yang sesuai dan tipe soal yang baik dan lebih banyak dari model teori respon butir 2PL atau 1PL. Hasil likelihood dapat digunakan pula untuk menentukan model, pada 3PL dihasilkan df 10 dan p <0.001 sehingga sehingga disimpulkan model IRT IRT nilai LRT sebesar 164.21 dengan df
2PL berbeda dengan model 3PL.
22. > eml1 <-RM(CitraR2) 23. > -1*eml1$beta beta VAR00001 beta VAR00002 beta VAR00003 beta VAR00004 beta VAR00005 0.06447063 0.22139864 -1.17279394 0.26938741 0.12132749 beta VAR00006 beta VAR00007 beta VAR00008 beta VAR00009 beta VAR00010 -0.17143681 -0.90817778 1.07922994 0.78639345 -0.28979903 > person.parameter(eml1) person.parameter(eml1) Person Parameters: Raw Score 0 1 2 3 4 5 6 7
Estimate -3.289720280 -2.365463374 -1.508214078 -0.925059379 -0.441112678 0.004793684 0.449501598 0.929903009
Std.Error NA 1.0762917 0.8186642 0.7205990 0.6766562 0.6631429 0.6749028 0.7173496
8 9 10
1.507241108 0.8145119 2.356694552 1.0723845 3.272752962 NA
> person.parameter(eml1)$thetapar person.parameter(eml1)$thetapar $NAgroup1 P1 P2 P3 0.004793684 1.507241108 0.004793684 P7 P8 P9 1.507241108 -1.508214078 0.449501598 P13 P14 P15 1.507241108 0.929903009 0.449501598 P19 P20 P21 2.356694552 1.507241108 -0.441112678 P26 P27 P28 0.449501598 -0.925059379 0.004793684 P33 P34 P35 0.004793684 -0.925059379 -0.441112678 P39 P40 P41 -0.441112678 1.507241108 1.507241108 P45 P46 P47 0.929903009 0.929903009 -0.441112678 P51 P52 P53 1.507241108 0.004793684 0.929903009 P57 P58 P59 0.929903009 -1.508214078 1.507241108 P63 P64 P65 0.929903009 2.356694552 1.507241108 P70 P72 P73 2.356694552 1.507241108 1.507241108 P82 P84 P86 1.507241108 1.507241108 2.356694552 P92 P93 P95 1.507241108 2.356694552 0.449501598 P102 P103 P104 2.356694552 1.507241108 -0.925059379 P109 P110 P111 1.507241108 -0.441112678 0.004793684 P118 P119 P120 1.507241108 2.356694552 -0.441112678 P124 P125 P126 2.356694552 1.507241108 0.929903009 P130 P131 P132 0.929903009 2.356694552 0.929903009 P137 P138 P139 0.449501598 0.929903009 -0.925059379 P144 P145 P146 0.929903009 -0.925059379 0.929903009 P150 P151 P152 0.929903009 -0.441112678 -0.441112678 P156 P157 P158 2.356694552 0.004793684 0.449501598 P162 P163 P164 0.004793684 -0.441112678 0.449501598
P4 0.004793684 P10 0.449501598 P16 -0.441112678 P22 -1.508214078 P29 2.356694552 P36 0.004793684 P42 -2.365463374 P48 0.449501598 P54 -0.925059379 P60 1.507241108 P66 2.356694552 P74 1.507241108 P89 1.507241108 P96 1.507241108 P105 0.004793684 P113 0.449501598 P121 2.356694552 P127 0.004793684 P133 -2.365463374 P140 1.507241108 P147 -1.508214078 P153 -0.925059379 P159 0.929903009 P165 0.004793684
P5 2.356694552 P11 -0.441112678 P17 -0.441112678 P24 -0.925059379 P31 0.004793684 P37 0.004793684 P43 2.356694552 P49 -0.441112678 P55 0.449501598 P61 0.004793684 P67 2.356694552 P77 1.507241108 P90 1.507241108 P99 2.356694552 P107 0.449501598 P116 2.356694552 P122 -0.441112678 P128 1.507241108 P134 0.004793684 P142 2.356694552 P148 0.449501598 P154 -0.441112678 P160 -0.441112678 P166 -0.441112678
P6 0.004793684 P12 1.507241108 P18 0.449501598 P25 0.004793684 P32 1.507241108 P38 0.449501598 P44 -0.925059379 P50 -0.441112678 P56 -0.925059379 P62 0.449501598 P69 1.507241108 P79 2.356694552 P91 2.356694552 P101 0.929903009 P108 2.356694552 P117 0.929903009 P123 0.449501598 P129 1.507241108 P136 0.449501598 P143 0.449501598 P149 0.004793684 P155 1.507241108 P161 0.004793684 P167 0.004793684
P168 0.929903009 P174 -1.508214078 P181 0.929903009 P187 0.929903009 P193 2.356694552 P199 0.449501598 P205 2.356694552 P211 -0.925059379 P217 0.929903009 P224 0.004793684 P230 -0.925059379 P238 1.507241108 P245 -0.441112678 P251 -0.441112678 P257 -0.925059379 P263 0.929903009 P269 0.004793684 P275 0.004793684 P281 1.507241108 P287 -0.441112678 P293 -0.925059379 P299 0.004793684 P305 0.004793684 P311 0.004793684 P317 -0.441112678 P323 0.449501598 P329 -1.508214078
P169 0.449501598 P175 -1.508214078 P182 0.004793684 P188 -0.925059379 P194 0.449501598 P200 1.507241108 P206 0.004793684 P212 0.929903009 P218 -0.441112678 P225 0.929903009 P231 -0.925059379 P239 -1.508214078 P246 -0.441112678 P252 -0.925059379 P258 0.004793684 P264 -0.441112678 P270 0.929903009 P276 1.507241108 P282 -0.925059379 P288 0.004793684 P294 0.449501598 P300 0.004793684 P306 -0.441112678 P312 0.929903009 P318 0.004793684 P324 0.004793684 P330 -0.925059379
P170 0.449501598 P176 0.004793684 P183 0.004793684 P189 -0.441112678 P195 -0.441112678 P201 0.449501598 P207 2.356694552 P213 -0.441112678 P219 1.507241108 P226 1.507241108 P232 -0.441112678 P240 0.929903009 P247 1.507241108 P253 0.929903009 P259 0.004793684 P265 -0.925059379 P271 -0.441112678 P277 0.004793684 P283 0.929903009 P289 -2.365463374 P295 -1.508214078 P301 -0.441112678 P307 0.004793684 P313 -0.925059379 P319 0.449501598 P325 -0.925059379 P331 -1.508214078
P171 0.004793684 P177 0.004793684 P184 0.929903009 P190 0.929903009 P196 0.449501598 P202 0.929903009 P208 0.004793684 P214 -1.508214078 P220 -1.508214078 P227 0.449501598 P233 -1.508214078 P241 0.449501598 P248 0.004793684 P254 0.004793684 P260 0.449501598 P266 -0.925059379 P272 -0.441112678 P278 0.004793684 P284 0.449501598 P290 1.507241108 P296 -0.925059379 P302 -0.441112678 P308 -0.441112678 P314 1.507241108 P320 0.449501598 P326 0.004793684 P332 -0.925059379
P172 -0.441112678 P179 0.929903009 P185 0.449501598 P191 0.449501598 P197 -0.925059379 P203 -0.925059379 P209 -0.925059379 P215 -0.441112678 P221 0.929903009 P228 -0.441112678 P234 -0.441112678 P242 2.356694552 P249 0.004793684 P255 0.004793684 P261 0.004793684 P267 -0.925059379 P273 1.507241108 P279 0.449501598 P285 0.004793684 P291 -1.508214078 P297 0.929903009 P303 -1.508214078 P309 -0.441112678 P315 -0.441112678 P321 -0.925059379 P327 0.449501598 P333 0.004793684
P173 0.004793684 P180 -0.925059379 P186 -0.925059379 P192 -0.925059379 P198 1.507241108 P204 0.929903009 P210 1.507241108 P216 -0.441112678 P223 0.004793684 P229 -1.508214078 P237 0.004793684 P244 0.449501598 P250 -1.508214078 P256 0.449501598 P262 0.004793684 P268 -0.441112678 P274 0.929903009 P280 -0.925059379 P286 -1.508214078 P292 0.929903009 P298 -0.441112678 P304 0.929903009 P310 -0.925059379 P316 -0.441112678 P322 -0.925059379 P328 0.004793684 P334 0.449501598
P335 -0.441112678 P341 1.507241108 P347 2.356694552 P353 -0.441112678 P359 -0.441112678 P365 -0.441112678 P371 -0.441112678 P377 -0.441112678 P383 -1.508214078 P389 0.929903009 P395 -0.925059379 P401 -0.925059379 P407 -0.925059379 P413 0.004793684 P419 -0.925059379 P425 1.507241108 P431 0.449501598 P437 0.004793684 P443 0.004793684 P449 0.004793684 P455 -0.441112678 P461 0.004793684 P467 -0.441112678 P473 -0.441112678 P479 0.449501598 P485 -0.441112678 P491 0.449501598
P336 0.449501598 P342 0.004793684 P348 -1.508214078 P354 -0.925059379 P360 -1.508214078 P366 0.004793684 P372 -0.925059379 P378 1.507241108 P384 0.929903009 P390 -0.925059379 P396 0.449501598 P402 0.004793684 P408 0.449501598 P414 0.449501598 P420 -0.441112678 P426 2.356694552 P432 -0.925059379 P438 -0.441112678 P444 -0.441112678 P450 0.004793684 P456 0.004793684 P462 -0.925059379 P468 -0.441112678 P474 0.004793684 P480 0.004793684 P486 -0.441112678 P492 0.004793684
P337 -0.441112678 P343 -0.925059379 P349 -0.925059379 P355 0.004793684 P361 -1.508214078 P367 -0.925059379 P373 -0.441112678 P379 -0.925059379 P385 0.004793684 P391 -0.441112678 P397 -0.925059379 P403 0.004793684 P409 0.004793684 P415 0.004793684 P421 0.929903009 P427 0.004793684 P433 0.449501598 P439 -0.925059379 P445 -0.441112678 P451 -1.508214078 P457 0.449501598 P463 -0.925059379 P469 -1.508214078 P475 -1.508214078 P481 1.507241108 P487 -1.508214078 P493 -0.925059379
P338 -1.508214078 P344 0.004793684 P350 -0.441112678 P356 0.004793684 P362 -1.508214078 P368 2.356694552 P374 0.929903009 P380 0.929903009 P386 2.356694552 P392 -1.508214078 P398 -0.441112678 P404 -0.441112678 P410 -0.925059379 P416 0.449501598 P422 -1.508214078 P428 0.929903009 P434 -0.925059379 P440 0.004793684 P446 -0.441112678 P452 1.507241108 P458 0.929903009 P464 0.449501598 P470 -1.508214078 P476 1.507241108 P482 -0.441112678 P488 -0.441112678 P494 -0.441112678
P339 -0.441112678 P345 -1.508214078 P351 -0.925059379 P357 0.004793684 P363 -2.365463374 P369 -0.441112678 P375 0.004793684 P381 0.449501598 P387 0.449501598 P393 -0.925059379 P399 -0.925059379 P405 -1.508214078 P411 -0.441112678 P417 -0.441112678 P423 1.507241108 P429 0.004793684 P435 0.929903009 P441 0.449501598 P447 0.449501598 P453 -0.925059379 P459 -1.508214078 P465 -0.925059379 P471 0.004793684 P477 -0.441112678 P483 -0.441112678 P489 0.929903009 P495 0.004793684
P340 -0.925059379 P346 0.449501598 P352 -0.925059379 P358 -0.925059379 P364 -1.508214078 P370 0.004793684 P376 0.004793684 P382 0.004793684 P388 0.004793684 P394 -0.441112678 P400 -1.508214078 P406 0.004793684 P412 0.449501598 P418 0.449501598 P424 2.356694552 P430 0.449501598 P436 0.004793684 P442 -0.925059379 P448 0.449501598 P454 -0.441112678 P460 -0.441112678 P466 -0.925059379 P472 -0.925059379 P478 -2.365463374 P484 -0.441112678 P490 -1.508214078 P496 -0.441112678
P497 2.356694552 P503 -0.925059379 P509 -0.441112678 P515 0.449501598 P521 -1.508214078 P527 0.004793684 P533 -0.441112678 P539 0.449501598 P545 -0.925059379 P551 -2.365463374 P557 -0.925059379 P563 -0.441112678 P569 0.004793684 P575 0.929903009 P581 -0.925059379 P587 -1.508214078 P593 0.004793684 P599 -0.925059379 P605 0.004793684 P613 2.356694552 P626 2.356694552 P632 2.356694552 P638 0.929903009 P644 -0.441112678 P650 0.004793684 P656 1.507241108 P662 -0.925059379
P498 0.929903009 P504 0.004793684 P510 0.004793684 P516 -0.441112678 P522 0.004793684 P528 -0.441112678 P534 -0.925059379 P540 0.929903009 P546 -1.508214078 P552 -0.925059379 P558 0.929903009 P564 -0.925059379 P570 -1.508214078 P576 -0.441112678 P582 -2.365463374 P588 0.929903009 P594 -0.925059379 P600 0.929903009 P606 0.004793684 P616 2.356694552 P627 -2.365463374 P633 2.356694552 P639 -0.925059379 P645 0.449501598 P651 0.449501598 P657 -0.925059379 P663 -1.508214078
P499 0.004793684 P505 -0.925059379 P511 -0.441112678 P517 -0.925059379 P523 -2.365463374 P529 0.004793684 P535 -0.441112678 P541 -0.441112678 P547 -0.925059379 P553 -0.925059379 P559 0.004793684 P565 -0.925059379 P571 -0.925059379 P577 -0.441112678 P583 0.004793684 P589 0.004793684 P595 -0.441112678 P601 -0.441112678 P607 0.449501598 P620 1.507241108 P628 1.507241108 P634 2.356694552 P640 -0.925059379 P646 0.929903009 P652 -0.441112678 P658 1.507241108 P664 0.449501598
P500 -0.925059379 P506 -0.925059379 P512 -0.925059379 P518 -0.925059379 P524 0.449501598 P530 -1.508214078 P536 -0.441112678 P542 0.449501598 P548 -0.441112678 P554 0.004793684 P560 -0.925059379 P566 -0.925059379 P572 -0.925059379 P578 0.449501598 P584 0.004793684 P590 0.929903009 P596 0.004793684 P602 -0.441112678 P609 -0.925059379 P623 1.507241108 P629 1.507241108 P635 0.929903009 P641 0.449501598 P647 0.929903009 P653 1.507241108 P659 -0.925059379 P665 -1.508214078
P501 -0.925059379 P507 0.004793684 P513 1.507241108 P519 -0.441112678 P525 0.929903009 P531 -0.441112678 P537 -0.441112678 P543 -1.508214078 P549 -0.441112678 P555 0.449501598 P561 0.449501598 P567 0.004793684 P573 0.004793684 P579 -0.441112678 P585 -0.441112678 P591 0.004793684 P597 -1.508214078 P603 -1.508214078 P610 -0.441112678 P624 2.356694552 P630 2.356694552 P636 -0.441112678 P642 0.929903009 P648 0.449501598 P654 2.356694552 P660 -0.441112678 P667 -0.925059379
P502 1.507241108 P508 -0.925059379 P514 0.004793684 P520 1.507241108 P526 -0.925059379 P532 -1.508214078 P538 0.449501598 P544 0.929903009 P550 -0.925059379 P556 -0.441112678 P562 0.004793684 P568 0.004793684 P574 -0.925059379 P580 -0.925059379 P586 -0.441112678 P592 -0.441112678 P598 -1.508214078 P604 0.929903009 P611 -2.365463374 P625 0.449501598 P631 0.929903009 P637 1.507241108 P643 -0.925059379 P649 0.004793684 P655 2.356694552 P661 1.507241108 P668 -0.441112678
P669 -0.925059379 P675 0.449501598 P682 2.356694552 P688 0.004793684 P694 -0.925059379 P700 -0.925059379 P706 -0.441112678 P712 0.449501598 P718 -1.508214078 P724 -0.925059379 P730 0.449501598 P736 0.929903009 P742 2.356694552 P748 -0.441112678 P754 -0.441112678 P760 0.449501598 P766 -0.925059379 P772 -0.925059379 P778 0.004793684 P784 -0.441112678 P790 0.004793684 P796 0.929903009 P802 -0.441112678 P808 -0.441112678 P814 0.929903009 P820 0.004793684 P826 -0.441112678
P670 -2.365463374 P677 -0.925059379 P683 0.449501598 P689 -0.441112678 P695 0.929903009 P701 0.929903009 P707 -0.925059379 P713 -0.441112678 P719 0.449501598 P725 -0.925059379 P731 0.929903009 P737 0.004793684 P743 0.004793684 P749 -1.508214078 P755 -0.441112678 P761 -0.925059379 P767 -0.441112678 P773 0.929903009 P779 0.004793684 P785 1.507241108 P791 1.507241108 P797 -0.441112678 P803 0.929903009 P809 -0.925059379 P815 0.449501598 P821 -0.925059379 P827 0.449501598
P671 -0.925059379 P678 0.449501598 P684 -0.441112678 P690 -0.441112678 P696 -0.925059379 P702 0.449501598 P708 -2.365463374 P714 0.004793684 P720 -0.925059379 P726 0.929903009 P732 0.004793684 P738 -0.925059379 P744 -0.441112678 P750 0.004793684 P756 -2.365463374 P762 -1.508214078 P768 -0.441112678 P774 -0.441112678 P780 0.004793684 P786 -0.925059379 P792 0.929903009 P798 0.449501598 P804 0.004793684 P810 -0.441112678 P816 0.449501598 P822 -0.441112678 P828 -0.925059379
P672 -0.441112678 P679 0.004793684 P685 -0.925059379 P691 0.004793684 P697 -0.441112678 P703 0.449501598 P709 -0.441112678 P715 -0.441112678 P721 -0.925059379 P727 0.929903009 P733 -0.441112678 P739 -0.925059379 P745 -0.441112678 P751 0.004793684 P757 -2.365463374 P763 -1.508214078 P769 0.929903009 P775 0.449501598 P781 0.004793684 P787 0.004793684 P793 -0.441112678 P799 -0.925059379 P805 1.507241108 P811 -0.925059379 P817 0.449501598 P823 0.929903009 P829 -2.365463374
P673 0.004793684 P680 0.004793684 P686 -0.441112678 P692 1.507241108 P698 2.356694552 P704 0.929903009 P710 2.356694552 P716 0.449501598 P722 -0.925059379 P728 1.507241108 P734 -0.925059379 P740 -1.508214078 P746 1.507241108 P752 -0.925059379 P758 -0.441112678 P764 0.449501598 P770 -0.441112678 P776 -0.925059379 P782 0.004793684 P788 2.356694552 P794 0.449501598 P800 -0.441112678 P806 -0.441112678 P812 0.004793684 P818 -1.508214078 P824 -1.508214078 P830 -2.365463374
P674 0.929903009 P681 -2.365463374 P687 -0.925059379 P693 0.929903009 P699 0.929903009 P705 2.356694552 P711 0.004793684 P717 2.356694552 P723 0.004793684 P729 -0.925059379 P735 -0.441112678 P741 0.004793684 P747 -1.508214078 P753 -0.925059379 P759 0.004793684 P765 2.356694552 P771 -0.441112678 P777 -1.508214078 P783 -1.508214078 P789 -0.441112678 P795 -1.508214078 P801 -0.925059379 P807 0.004793684 P813 -0.441112678 P819 -0.925059379 P825 -0.441112678 P831 -0.441112678
P832 -2.365463374 P839 0.004793684 P845 -0.441112678 P851 -0.441112678 P857 0.929903009 P863 0.004793684 P871 2.356694552 P880 -0.441112678 P886 0.004793684 P892 0.004793684 P899 0.449501598 P905 2.356694552 P913 0.929903009 P920 -1.508214078 P927 -0.441112678 P933 0.449501598 P939 0.449501598 P945 0.449501598 P951 -0.441112678 P958 0.449501598 P964 0.004793684 P970 0.929903009 P976 -0.441112678 P982 2.356694552 P988 -0.441112678 P994 2.356694552 P1000 0.004793684
P833 -0.441112678 P840 -0.925059379 P846 -0.925059379 P852 -0.441112678 P858 -0.441112678 P864 -1.508214078 P874 1.507241108 P881 2.356694552 P887 -0.925059379 P894 -0.441112678 P900 0.004793684 P906 -1.508214078 P914 -2.365463374 P922 0.004793684 P928 1.507241108 P934 1.507241108 P940 0.929903009 P946 0.004793684 P952 0.004793684 P959 -0.925059379 P965 2.356694552 P971 -0.925059379 P977 2.356694552 P983 -0.441112678 P989 0.449501598 P995 2.356694552
P835 0.929903009 P841 0.004793684 P847 -0.925059379 P853 0.449501598 P859 -0.925059379 P865 1.507241108 P876 1.507241108 P882 0.449501598 P888 -0.441112678 P895 2.356694552 P901 -0.441112678 P909 2.356694552 P915 -0.925059379 P923 -0.925059379 P929 0.449501598 P935 0.004793684 P941 1.507241108 P947 -0.441112678 P953 -2.365463374 P960 -0.441112678 P966 0.929903009 P972 -0.925059379 P978 0.929903009 P984 -0.925059379 P990 0.929903009 P996 -0.441112678
P836 -1.508214078 P842 -0.925059379 P848 -0.925059379 P854 -0.441112678 P860 -0.925059379 P866 1.507241108 P877 -0.441112678 P883 0.929903009 P889 0.004793684 P896 0.449501598 P902 -2.365463374 P910 0.449501598 P916 0.929903009 P924 -0.925059379 P930 0.004793684 P936 0.004793684 P942 1.507241108 P948 1.507241108 P954 -1.508214078 P961 0.929903009 P967 0.004793684 P973 2.356694552 P979 1.507241108 P985 0.449501598 P991 -0.925059379 P997 0.929903009
P837 -2.365463374 P843 0.004793684 P849 -0.441112678 P855 0.004793684 P861 2.356694552 P867 1.507241108 P878 2.356694552 P884 -1.508214078 P890 0.004793684 P897 -0.441112678 P903 1.507241108 P911 0.449501598 P918 1.507241108 P925 0.004793684 P931 0.449501598 P937 -0.441112678 P943 0.929903009 P949 0.004793684 P955 0.449501598 P962 0.929903009 P968 0.004793684 P974 0.929903009 P980 -1.508214078 P986 1.507241108 P992 0.929903009 P998 2.356694552
P838 0.004793684 P844 -0.925059379 P850 -0.441112678 P856 -0.925059379 P862 2.356694552 P870 1.507241108 P879 -1.508214078 P885 0.929903009 P891 0.449501598 P898 -0.925059379 P904 -2.365463374 P912 0.004793684 P919 1.507241108 P926 -0.441112678 P932 0.929903009 P938 0.004793684 P944 -0.441112678 P950 1.507241108 P957 2.356694552 P963 0.449501598 P969 0.004793684 P975 0.929903009 P981 -0.925059379 P987 -0.925059379 P993 1.507241108 P999 0.929903009
> person.parameter(eml1)$theta.ta person.parameter(eml1)$theta.table ble Person Parameter NAgroup Interpolated P1 0.004793684 1 FALSE P2 1.507241108 1 FALSE P3 0.004793684 1 FALSE P4 0.004793684 1 FALSE P5 2.356694552 1 FALSE P6 0.004793684 1 FALSE P7 1.507241108 1 FALSE P8 -1.508214078 1 FALSE P9 0.449501598 1 FALSE P10 0.449501598 1 FALSE P11 -0.441112678 1 FALSE P12 1.507241108 1 FALSE P13 1.507241108 1 FALSE P14 0.929903009 1 FALSE P15 0.449501598 1 FALSE P16 -0.441112678 1 FALSE P17 -0.441112678 1 FALSE P18 0.449501598 1 FALSE P19 2.356694552 1 FALSE P20 1.507241108 1 FALSE P21 -0.441112678 1 FALSE P22 -1.508214078 1 FALSE P23 3.272752962 1 TRUE P24 -0.925059379 1 FALSE P25 0.004793684 1 FALSE P26 0.449501598 1 FALSE P27 -0.925059379 1 FALSE P28 0.004793684 1 FALSE P29 2.356694552 1 FALSE P30 3.272752962 1 TRUE P31 0.004793684 1 FALSE P32 1.507241108 1 FALSE P33 0.004793684 1 FALSE P34 -0.925059379 1 FALSE P35 -0.441112678 1 FALSE P36 0.004793684 1 FALSE P37 0.004793684 1 FALSE P38 0.449501598 1 FALSE P39 -0.441112678 1 FALSE P40 1.507241108 1 FALSE P41 1.507241108 1 FALSE P42 -2.365463374 1 FALSE P43 2.356694552 1 FALSE P44 -0.925059379 1 FALSE P45 0.929903009 1 FALSE P46 0.929903009 1 FALSE P47 -0.441112678 1 FALSE P48 0.449501598 1 FALSE P49 -0.441112678 1 FALSE P50 -0.441112678 1 FALSE P51 1.507241108 1 FALSE
P52 P53 P54 P55 P56 P57 P58 P59 P60 P61 P62 P63 P64 P65 P66 P67 P68 P69 P70 P71 P72 P73 P74 P75 P76 P77 P78 P79 P80 P81 P82 P83 P84 P85 P86 P87 P88 P89 P90 P91 P92 P93 P94 P95 P96 P97 P98 P99 P100 P101 P102 P103 P104 P105
0.004793684 0.929903009 -0.925059379 0.449501598 -0.925059379 0.929903009 -1.508214078 1.507241108 1.507241108 0.004793684 0.449501598 0.929903009 2.356694552 1.507241108 2.356694552 2.356694552 3.272752962 1.507241108 2.356694552 3.272752962 1.507241108 1.507241108 1.507241108 3.272752962 3.272752962 1.507241108 3.272752962 2.356694552 3.272752962 3.272752962 1.507241108 3.272752962 1.507241108 3.272752962 2.356694552 3.272752962 3.272752962 1.507241108 1.507241108 2.356694552 1.507241108 2.356694552 3.272752962 0.449501598 1.507241108 3.272752962 3.272752962 2.356694552 3.272752962 0.929903009 2.356694552 1.507241108 -0.925059379 0.004793684
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
P106 P107 P108 P109 P110 P111 P112 P113 P114 P115 P116 P117 P118 P119 P120 P121 P122 P123 P124 P125 P126 P127 P128 P129 P130 P131 P132 P133 P134 P135 P136 P137 P138 P139 P140 P141 P142 P143 P144 P145 P146 P147 P148 P149 P150 P151 P152 P153 P154 P155 P156 P157 P158 P159
3.272752962 0.449501598 2.356694552 1.507241108 -0.441112678 0.004793684 3.272752962 0.449501598 3.272752962 3.272752962 2.356694552 0.929903009 1.507241108 2.356694552 -0.441112678 2.356694552 -0.441112678 0.449501598 2.356694552 1.507241108 0.929903009 0.004793684 1.507241108 1.507241108 0.929903009 2.356694552 0.929903009 -2.365463374 0.004793684 3.272752962 0.449501598 0.449501598 0.929903009 -0.925059379 1.507241108 3.272752962 2.356694552 0.449501598 0.929903009 -0.925059379 0.929903009 -1.508214078 0.449501598 0.004793684 0.929903009 -0.441112678 -0.441112678 -0.925059379 -0.441112678 1.507241108 2.356694552 0.004793684 0.449501598 0.929903009
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P160 P161 P162 P163 P164 P165 P166 P167 P168 P169 P170 P171 P172 P173 P174 P175 P176 P177 P178 P179 P180 P181 P182 P183 P184 P185 P186 P187 P188 P189 P190 P191 P192 P193 P194 P195 P196 P197 P198 P199 P200 P201 P202 P203 P204 P205 P206 P207 P208 P209 P210 P211 P212 P213
-0.441112678 0.004793684 0.004793684 -0.441112678 0.449501598 0.004793684 -0.441112678 0.004793684 0.929903009 0.449501598 0.449501598 0.004793684 -0.441112678 0.004793684 -1.508214078 -1.508214078 0.004793684 0.004793684 3.272752962 0.929903009 -0.925059379 0.929903009 0.004793684 0.004793684 0.929903009 0.449501598 -0.925059379 0.929903009 -0.925059379 -0.441112678 0.929903009 0.449501598 -0.925059379 2.356694552 0.449501598 -0.441112678 0.449501598 -0.925059379 1.507241108 0.449501598 1.507241108 0.449501598 0.929903009 -0.925059379 0.929903009 2.356694552 0.004793684 2.356694552 0.004793684 -0.925059379 1.507241108 -0.925059379 0.929903009 -0.441112678
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P214 P215 P216 P217 P218 P219 P220 P221 P222 P223 P224 P225 P226 P227 P228 P229 P230 P231 P232 P233 P234 P235 P236 P237 P238 P239 P240 P241 P242 P243 P244 P245 P246 P247 P248 P249 P250 P251 P252 P253 P254 P255 P256 P257 P258 P259 P260 P261 P262 P263 P264 P265 P266 P267
-1.508214078 -0.441112678 -0.441112678 0.929903009 -0.441112678 1.507241108 -1.508214078 0.929903009 3.272752962 0.004793684 0.004793684 0.929903009 1.507241108 0.449501598 -0.441112678 -1.508214078 -0.925059379 -0.925059379 -0.441112678 -1.508214078 -0.441112678 3.272752962 3.272752962 0.004793684 1.507241108 -1.508214078 0.929903009 0.449501598 2.356694552 -3.289720280 0.449501598 -0.441112678 -0.441112678 1.507241108 0.004793684 0.004793684 -1.508214078 -0.441112678 -0.925059379 0.929903009 0.004793684 0.004793684 0.449501598 -0.925059379 0.004793684 0.004793684 0.449501598 0.004793684 0.004793684 0.929903009 -0.441112678 -0.925059379 -0.925059379 -0.925059379
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P268 P269 P270 P271 P272 P273 P274 P275 P276 P277 P278 P279 P280 P281 P282 P283 P284 P285 P286 P287 P288 P289 P290 P291 P292 P293 P294 P295 P296 P297 P298 P299 P300 P301 P302 P303 P304 P305 P306 P307 P308 P309 P310 P311 P312 P313 P314 P315 P316 P317 P318 P319 P320 P321
-0.441112678 0.004793684 0.929903009 -0.441112678 -0.441112678 1.507241108 0.929903009 0.004793684 1.507241108 0.004793684 0.004793684 0.449501598 -0.925059379 1.507241108 -0.925059379 0.929903009 0.449501598 0.004793684 -1.508214078 -0.441112678 0.004793684 -2.365463374 1.507241108 -1.508214078 0.929903009 -0.925059379 0.449501598 -1.508214078 -0.925059379 0.929903009 -0.441112678 0.004793684 0.004793684 -0.441112678 -0.441112678 -1.508214078 0.929903009 0.004793684 -0.441112678 0.004793684 -0.441112678 -0.441112678 -0.925059379 0.004793684 0.929903009 -0.925059379 1.507241108 -0.441112678 -0.441112678 -0.441112678 0.004793684 0.449501598 0.449501598 -0.925059379
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P322 P323 P324 P325 P326 P327 P328 P329 P330 P331 P332 P333 P334 P335 P336 P337 P338 P339 P340 P341 P342 P343 P344 P345 P346 P347 P348 P349 P350 P351 P352 P353 P354 P355 P356 P357 P358 P359 P360 P361 P362 P363 P364 P365 P366 P367 P368 P369 P370 P371 P372 P373 P374 P375
-0.925059379 0.449501598 0.004793684 -0.925059379 0.004793684 0.449501598 0.004793684 -1.508214078 -0.925059379 -1.508214078 -0.925059379 0.004793684 0.449501598 -0.441112678 0.449501598 -0.441112678 -1.508214078 -0.441112678 -0.925059379 1.507241108 0.004793684 -0.925059379 0.004793684 -1.508214078 0.449501598 2.356694552 -1.508214078 -0.925059379 -0.441112678 -0.925059379 -0.925059379 -0.441112678 -0.925059379 0.004793684 0.004793684 0.004793684 -0.925059379 -0.441112678 -1.508214078 -1.508214078 -1.508214078 -2.365463374 -1.508214078 -0.441112678 0.004793684 -0.925059379 2.356694552 -0.441112678 0.004793684 -0.441112678 -0.925059379 -0.441112678 0.929903009 0.004793684
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P376 P377 P378 P379 P380 P381 P382 P383 P384 P385 P386 P387 P388 P389 P390 P391 P392 P393 P394 P395 P396 P397 P398 P399 P400 P401 P402 P403 P404 P405 P406 P407 P408 P409 P410 P411 P412 P413 P414 P415 P416 P417 P418 P419 P420 P421 P422 P423 P424 P425 P426 P427 P428 P429
0.004793684 -0.441112678 1.507241108 -0.925059379 0.929903009 0.449501598 0.004793684 -1.508214078 0.929903009 0.004793684 2.356694552 0.449501598 0.004793684 0.929903009 -0.925059379 -0.441112678 -1.508214078 -0.925059379 -0.441112678 -0.925059379 0.449501598 -0.925059379 -0.441112678 -0.925059379 -1.508214078 -0.925059379 0.004793684 0.004793684 -0.441112678 -1.508214078 0.004793684 -0.925059379 0.449501598 0.004793684 -0.925059379 -0.441112678 0.449501598 0.004793684 0.449501598 0.004793684 0.449501598 -0.441112678 0.449501598 -0.925059379 -0.441112678 0.929903009 -1.508214078 1.507241108 2.356694552 1.507241108 2.356694552 0.004793684 0.929903009 0.004793684
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P430 P431 P432 P433 P434 P435 P436 P437 P438 P439 P440 P441 P442 P443 P444 P445 P446 P447 P448 P449 P450 P451 P452 P453 P454 P455 P456 P457 P458 P459 P460 P461 P462 P463 P464 P465 P466 P467 P468 P469 P470 P471 P472 P473 P474 P475 P476 P477 P478 P479 P480 P481 P482 P483
0.449501598 0.449501598 -0.925059379 0.449501598 -0.925059379 0.929903009 0.004793684 0.004793684 -0.441112678 -0.925059379 0.004793684 0.449501598 -0.925059379 0.004793684 -0.441112678 -0.441112678 -0.441112678 0.449501598 0.449501598 0.004793684 0.004793684 -1.508214078 1.507241108 -0.925059379 -0.441112678 -0.441112678 0.004793684 0.449501598 0.929903009 -1.508214078 -0.441112678 0.004793684 -0.925059379 -0.925059379 0.449501598 -0.925059379 -0.925059379 -0.441112678 -0.441112678 -1.508214078 -1.508214078 0.004793684 -0.925059379 -0.441112678 0.004793684 -1.508214078 1.507241108 -0.441112678 -2.365463374 0.449501598 0.004793684 1.507241108 -0.441112678 -0.441112678
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P484 P485 P486 P487 P488 P489 P490 P491 P492 P493 P494 P495 P496 P497 P498 P499 P500 P501 P502 P503 P504 P505 P506 P507 P508 P509 P510 P511 P512 P513 P514 P515 P516 P517 P518 P519 P520 P521 P522 P523 P524 P525 P526 P527 P528 P529 P530 P531 P532 P533 P534 P535 P536 P537
-0.441112678 -0.441112678 -0.441112678 -1.508214078 -0.441112678 0.929903009 -1.508214078 0.449501598 0.004793684 -0.925059379 -0.441112678 0.004793684 -0.441112678 2.356694552 0.929903009 0.004793684 -0.925059379 -0.925059379 1.507241108 -0.925059379 0.004793684 -0.925059379 -0.925059379 0.004793684 -0.925059379 -0.441112678 0.004793684 -0.441112678 -0.925059379 1.507241108 0.004793684 0.449501598 -0.441112678 -0.925059379 -0.925059379 -0.441112678 1.507241108 -1.508214078 0.004793684 -2.365463374 0.449501598 0.929903009 -0.925059379 0.004793684 -0.441112678 0.004793684 -1.508214078 -0.441112678 -1.508214078 -0.441112678 -0.925059379 -0.441112678 -0.441112678 -0.441112678
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P538 P539 P540 P541 P542 P543 P544 P545 P546 P547 P548 P549 P550 P551 P552 P553 P554 P555 P556 P557 P558 P559 P560 P561 P562 P563 P564 P565 P566 P567 P568 P569 P570 P571 P572 P573 P574 P575 P576 P577 P578 P579 P580 P581 P582 P583 P584 P585 P586 P587 P588 P589 P590 P591
0.449501598 0.449501598 0.929903009 -0.441112678 0.449501598 -1.508214078 0.929903009 -0.925059379 -1.508214078 -0.925059379 -0.441112678 -0.441112678 -0.925059379 -2.365463374 -0.925059379 -0.925059379 0.004793684 0.449501598 -0.441112678 -0.925059379 0.929903009 0.004793684 -0.925059379 0.449501598 0.004793684 -0.441112678 -0.925059379 -0.925059379 -0.925059379 0.004793684 0.004793684 0.004793684 -1.508214078 -0.925059379 -0.925059379 0.004793684 -0.925059379 0.929903009 -0.441112678 -0.441112678 0.449501598 -0.441112678 -0.925059379 -0.925059379 -2.365463374 0.004793684 0.004793684 -0.441112678 -0.441112678 -1.508214078 0.929903009 0.004793684 0.929903009 0.004793684
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P592 P593 P594 P595 P596 P597 P598 P599 P600 P601 P602 P603 P604 P605 P606 P607 P608 P609 P610 P611 P612 P613 P614 P615 P616 P617 P618 P619 P620 P621 P622 P623 P624 P625 P626 P627 P628 P629 P630 P631 P632 P633 P634 P635 P636 P637 P638 P639 P640 P641 P642 P643 P644 P645
-0.441112678 0.004793684 -0.925059379 -0.441112678 0.004793684 -1.508214078 -1.508214078 -0.925059379 0.929903009 -0.441112678 -0.441112678 -1.508214078 0.929903009 0.004793684 0.004793684 0.449501598 3.272752962 -0.925059379 -0.441112678 -2.365463374 3.272752962 2.356694552 3.272752962 3.272752962 2.356694552 3.272752962 3.272752962 3.272752962 1.507241108 3.272752962 3.272752962 1.507241108 2.356694552 0.449501598 2.356694552 -2.365463374 1.507241108 1.507241108 2.356694552 0.929903009 2.356694552 2.356694552 2.356694552 0.929903009 -0.441112678 1.507241108 0.929903009 -0.925059379 -0.925059379 0.449501598 0.929903009 -0.925059379 -0.441112678 0.449501598
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P646 P647 P648 P649 P650 P651 P652 P653 P654 P655 P656 P657 P658 P659 P660 P661 P662 P663 P664 P665 P666 P667 P668 P669 P670 P671 P672 P673 P674 P675 P676 P677 P678 P679 P680 P681 P682 P683 P684 P685 P686 P687 P688 P689 P690 P691 P692 P693 P694 P695 P696 P697 P698 P699
0.929903009 0.929903009 0.449501598 0.004793684 0.004793684 0.449501598 -0.441112678 1.507241108 2.356694552 2.356694552 1.507241108 -0.925059379 1.507241108 -0.925059379 -0.441112678 1.507241108 -0.925059379 -1.508214078 0.449501598 -1.508214078 3.272752962 -0.925059379 -0.441112678 -0.925059379 -2.365463374 -0.925059379 -0.441112678 0.004793684 0.929903009 0.449501598 3.272752962 -0.925059379 0.449501598 0.004793684 0.004793684 -2.365463374 2.356694552 0.449501598 -0.441112678 -0.925059379 -0.441112678 -0.925059379 0.004793684 -0.441112678 -0.441112678 0.004793684 1.507241108 0.929903009 -0.925059379 0.929903009 -0.925059379 -0.441112678 2.356694552 0.929903009
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P700 P701 P702 P703 P704 P705 P706 P707 P708 P709 P710 P711 P712 P713 P714 P715 P716 P717 P718 P719 P720 P721 P722 P723 P724 P725 P726 P727 P728 P729 P730 P731 P732 P733 P734 P735 P736 P737 P738 P739 P740 P741 P742 P743 P744 P745 P746 P747 P748 P749 P750 P751 P752 P753
-0.925059379 0.929903009 0.449501598 0.449501598 0.929903009 2.356694552 -0.441112678 -0.925059379 -2.365463374 -0.441112678 2.356694552 0.004793684 0.449501598 -0.441112678 0.004793684 -0.441112678 0.449501598 2.356694552 -1.508214078 0.449501598 -0.925059379 -0.925059379 -0.925059379 0.004793684 -0.925059379 -0.925059379 0.929903009 0.929903009 1.507241108 -0.925059379 0.449501598 0.929903009 0.004793684 -0.441112678 -0.925059379 -0.441112678 0.929903009 0.004793684 -0.925059379 -0.925059379 -1.508214078 0.004793684 2.356694552 0.004793684 -0.441112678 -0.441112678 1.507241108 -1.508214078 -0.441112678 -1.508214078 0.004793684 0.004793684 -0.925059379 -0.925059379
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P754 P755 P756 P757 P758 P759 P760 P761 P762 P763 P764 P765 P766 P767 P768 P769 P770 P771 P772 P773 P774 P775 P776 P777 P778 P779 P780 P781 P782 P783 P784 P785 P786 P787 P788 P789 P790 P791 P792 P793 P794 P795 P796 P797 P798 P799 P800 P801 P802 P803 P804 P805 P806 P807
-0.441112678 -0.441112678 -2.365463374 -2.365463374 -0.441112678 0.004793684 0.449501598 -0.925059379 -1.508214078 -1.508214078 0.449501598 2.356694552 -0.925059379 -0.441112678 -0.441112678 0.929903009 -0.441112678 -0.441112678 -0.925059379 0.929903009 -0.441112678 0.449501598 -0.925059379 -1.508214078 0.004793684 0.004793684 0.004793684 0.004793684 0.004793684 -1.508214078 -0.441112678 1.507241108 -0.925059379 0.004793684 2.356694552 -0.441112678 0.004793684 1.507241108 0.929903009 -0.441112678 0.449501598 -1.508214078 0.929903009 -0.441112678 0.449501598 -0.925059379 -0.441112678 -0.925059379 -0.441112678 0.929903009 0.004793684 1.507241108 -0.441112678 0.004793684
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P808 P809 P810 P811 P812 P813 P814 P815 P816 P817 P818 P819 P820 P821 P822 P823 P824 P825 P826 P827 P828 P829 P830 P831 P832 P833 P834 P835 P836 P837 P838 P839 P840 P841 P842 P843 P844 P845 P846 P847 P848 P849 P850 P851 P852 P853 P854 P855 P856 P857 P858 P859 P860 P861
-0.441112678 -0.925059379 -0.441112678 -0.925059379 0.004793684 -0.441112678 0.929903009 0.449501598 0.449501598 0.449501598 -1.508214078 -0.925059379 0.004793684 -0.925059379 -0.441112678 0.929903009 -1.508214078 -0.441112678 -0.441112678 0.449501598 -0.925059379 -2.365463374 -2.365463374 -0.441112678 -2.365463374 -0.441112678 -3.289720280 0.929903009 -1.508214078 -2.365463374 0.004793684 0.004793684 -0.925059379 0.004793684 -0.925059379 0.004793684 -0.925059379 -0.441112678 -0.925059379 -0.925059379 -0.925059379 -0.441112678 -0.441112678 -0.441112678 -0.441112678 0.449501598 -0.441112678 0.004793684 -0.925059379 0.929903009 -0.441112678 -0.925059379 -0.925059379 2.356694552
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P862 P863 P864 P865 P866 P867 P868 P869 P870 P871 P872 P873 P874 P875 P876 P877 P878 P879 P880 P881 P882 P883 P884 P885 P886 P887 P888 P889 P890 P891 P892 P893 P894 P895 P896 P897 P898 P899 P900 P901 P902 P903 P904 P905 P906 P907 P908 P909 P910 P911 P912 P913 P914 P915
2.356694552 0.004793684 -1.508214078 1.507241108 1.507241108 1.507241108 3.272752962 3.272752962 1.507241108 2.356694552 3.272752962 3.272752962 1.507241108 3.272752962 1.507241108 -0.441112678 2.356694552 -1.508214078 -0.441112678 2.356694552 0.449501598 0.929903009 -1.508214078 0.929903009 0.004793684 -0.925059379 -0.441112678 0.004793684 0.004793684 0.449501598 0.004793684 3.272752962 -0.441112678 2.356694552 0.449501598 -0.441112678 -0.925059379 0.449501598 0.004793684 -0.441112678 -2.365463374 1.507241108 -2.365463374 2.356694552 -1.508214078 3.272752962 3.272752962 2.356694552 0.449501598 0.449501598 0.004793684 0.929903009 -2.365463374 -0.925059379
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P916 P917 P918 P919 P920 P921 P922 P923 P924 P925 P926 P927 P928 P929 P930 P931 P932 P933 P934 P935 P936 P937 P938 P939 P940 P941 P942 P943 P944 P945 P946 P947 P948 P949 P950 P951 P952 P953 P954 P955 P956 P957 P958 P959 P960 P961 P962 P963 P964 P965 P966 P967 P968 P969
0.929903009 3.272752962 1.507241108 1.507241108 -1.508214078 3.272752962 0.004793684 -0.925059379 -0.925059379 0.004793684 -0.441112678 -0.441112678 1.507241108 0.449501598 0.004793684 0.449501598 0.929903009 0.449501598 1.507241108 0.004793684 0.004793684 -0.441112678 0.004793684 0.449501598 0.929903009 1.507241108 1.507241108 0.929903009 -0.441112678 0.449501598 0.004793684 -0.441112678 1.507241108 0.004793684 1.507241108 -0.441112678 0.004793684 -2.365463374 -1.508214078 0.449501598 3.272752962 2.356694552 0.449501598 -0.925059379 -0.441112678 0.929903009 0.929903009 0.449501598 0.004793684 2.356694552 0.929903009 0.004793684 0.004793684 0.004793684
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
P970 0.929903009 1 P971 -0.925059379 1 P972 -0.925059379 1 P973 2.356694552 1 P974 0.929903009 1 P975 0.929903009 1 P976 -0.441112678 1 P977 2.356694552 1 P978 0.929903009 1 P979 1.507241108 1 P980 -1.508214078 1 P981 -0.925059379 1 P982 2.356694552 1 P983 -0.441112678 1 P984 -0.925059379 1 P985 0.449501598 1 P986 1.507241108 1 P987 -0.925059379 1 P988 -0.441112678 1 P989 0.449501598 1 P990 0.929903009 1 P991 -0.925059379 1 P992 0.929903009 1 P993 1.507241108 1 P994 2.356694552 1 P995 2.356694552 1 P996 -0.441112678 1 P997 0.929903009 1 P998 2.356694552 1 P999 0.929903009 1 P1000 0.004793684 1 23. > LRtest(RM(CitraR2),splitcr="m LRtest(RM(CitraR2),splitcr="mean") ean") Andersen LR-test: LR-value: 90.815 Chi-square df: 9 p-value: 0
24. > plotjointICC(RM(CitraR2)) plotjointICC(RM(CitraR2))
FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
