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A Review of Bayesian Variable Selection Methods: What, How and Which
Variable Selection MCMC BUGS
2009/9/24
The selection of variables in regression problems has occupied the
minds of many statisticians.Several Bayesian variable selection methods have been
developed,and we concentrate on the following met...
Bayesian Variable Selection and Computation for Generalized Linear Models with Conjugate Priors
Bayes factor Conditional Predictive Ordinate Conjugate prior Poisson regression Logistic regression
2009/9/22
In this paper, we consider theoretical and computational connections
between six popular methods for variable subset selection in generalized linear
models (GLMs) Under the conjugate priors develope...