Joint High‐Dimensional Bayesian Variable and Covariance Selection with an Application to eQTL Analysis

Author:

Bhadra Anindya1,Mallick Bani K.2

Affiliation:

1. Department of StatisticsPurdue University, West Lafayette Indiana 47907‐2066, U.S.A.

2. Department of StatisticsTexas A&M University, College Station Texas 77843‐3143, U.S.A.

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Reference42 articles.

1. Bayesian Detection of Expression Quantitative Trait Loci Hot Spots

2. Brem R. B.andKruglyak L.(2005).The landscape of genetic complexity across 5 700 gene expression traits in yeast. Proceedings of the National Academy of Sciences of the United States of America102 1572–1577.

3. Cai T. Li H. Liu W. andXie J.(2012).Covariate adjusted precision matrix estimation with an application in genetical genomics. Biometrika (to appear).http://biomet.oxfordjournals.org/content/early/2012/11/29/biomet.ass058.full.pdf+html

4. Simulation of hyper-inverse Wishart distributions in graphical models

5. Objective Bayesian model selection in Gaussian graphical models

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