Bayesian variable selection Matlab code

The following package and source code is based on Transdimensional sampling algorithms for Bayesian variable selection in classification problems with many more variables than observations (with D. Lamnisos and M. F. J. Steel), Journal of Computational and Graphical Statistics, 18, 592-612.

The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.

Project Files: 

File NameSizeDate
!Read Me.pdf 100157 December 25 2013 16:49:38
arthritis.mat 359986 December 25 2013 16:49:38
colon_tumor.mat 1102613 December 25 2013 16:49:38
leukemia.mat 2714241 December 25 2013 16:49:38
prostate.mat 8705091 December 25 2013 16:49:38
autocorr.asv 484 December 25 2013 16:49:38
autocorr.m 593 December 25 2013 16:49:38
combination.m 290 December 25 2013 16:49:38
estim_auxil.asv 8029 December 25 2013 16:49:38
estim_auxil.m 8041 December 25 2013 16:49:38
exprej.m 448 December 25 2013 16:49:38
integautocorr_time.m 1558 December 25 2013 16:49:38
likelihood.m 992 December 25 2013 16:49:38
loglikelihood.m 241 December 25 2013 16:49:38
maxcond.m 453 December 25 2013 16:49:38
normalrej.m 207 December 25 2013 16:49:38
PreProcess_Genes.asv 4202 December 25 2013 16:49:38
PreProcess_Genes.m 4207 December 25 2013 16:49:38
prod_var.m 106 December 25 2013 16:49:38
regcoef.m 151 December 25 2013 16:49:38
select_genes.m 1243 December 25 2013 16:49:38
solfirstorder.m 537 December 25 2013 16:49:38
solvesecord.m 705 December 25 2013 16:49:38
summary_integautocorr.asv 873 December 25 2013 16:49:38
summary_integautocorr.m 860 December 25 2013 16:49:38
test_truncnorm1.m 437 December 25 2013 16:49:38
AG_IWLS.asv 14475 December 25 2013 16:49:38
AG_IWLS.m 14494 December 25 2013 16:49:38
AG_LA.asv 12671 December 25 2013 16:49:38
AG_LA.m 12672 December 25 2013 16:49:38
Cond_Max.m 9406 December 25 2013 16:49:38
First_Order.asv 9340 December 25 2013 16:49:38
First_Order.m 9154 December 25 2013 16:49:38
Holmes_Held.asv 11087 December 25 2013 16:49:38
Holmes_Held.m 11117 December 25 2013 16:49:38
Second_Order.asv 10988 December 25 2013 16:49:38
Second_Order.m 10780 December 25 2013 16:49:38
Zeroth_Order.m 8849 December 25 2013 16:49:38
Run_code.asv 3984 December 25 2013 16:49:38
Run_code.m 3987 December 25 2013 16:49:38

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