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. Author manuscript; available in PMC: 2009 May 11.
Published in final edited form as: Bayesian Anal. 2008 Jul 1;3(3):585–614. doi: 10.1214/08-BA323

Table 2.

Frequencies for Ranking the True Model as Best Using BF, DIC, CPO and L measure for Various a0 Based on n = 500 and N = 500 Datasets

L Measure (ν)
True Model a0 LPML DIC BF 0.1 0.3 0.5 0.7 0.9
(x1) 0.001 395 361 492 398 396 359 318 276
0.01 396 357 466 396 396 357 319 275
0.1 377 332 386 408 396 352 304 268
0.5 342 308 311 424 381 335 279 243
1 320 299 288 424 372 321 264 222
(x1, x2) 0.001 425 425 436 164 347 390 380 356
0.01 423 425 470 157 352 390 383 355
0.1 417 417 443 195 370 399 372 353
0.5 398 405 405 254 400 402 362 339
1 382 394 391 269 410 390 359 329
(x1, x2, x3) 0.001 475 474 291 88 371 456 475 480
0.01 475 474 388 94 375 458 475 482
0.1 479 475 460 125 402 466 480 488
0.5 485 479 479 176 436 478 486 489
1 486 481 481 214 453 483 487 490