EMVS: The EM Approach to Bayesian Variable Selection

Needles and Straw in a Haystack: Posterior concentration for possibly sparse sequences

(2012) Ismaël Castillo et al.   ANNALS OF STATISTICS

BAYESIAN HYPER-LASSOS WITH NON-CONVEX PENALIZATION

(2012) Jim E. Griffin et al.   AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS

A Bayesian graphical modeling approach to microRNA regulatory network inference

(2011) Francesco C. Stingo et al.   Annals of Applied Statistics

Fully Bayes factors with a generalized g-prior

(2011) Yuzo Maruyama et al.   ANNALS OF STATISTICS

Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem

(2010) James G. Scott et al.   ANNALS OF STATISTICS

Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray data

(2010) F. C. Stingo et al.   BIOINFORMATICS

The horseshoe estimator for sparse signals

(2010) C. M. Carvalho et al.   BIOMETRIKA

EM algorithm for Bayesian estimation of genomic breeding values

(2010) Takeshi Hayashi et al.   BMC GENETICS

Mixtures ofgPriors for Bayesian Variable Selection

(2008) Feng Liang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Empirical Bayes vs. fully Bayes variable selection

(2007) Wen Cui et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE