Simultaneous SNP identification in association studies with missing data

DOI10.1214/11-AOAS516zbMath1243.62134arXiv1207.0280MaRDI QIDQ439128

Vikneswaran Gopal, George Casella, Zhen Li, John M. Davis, Xiao-bo Li

Publication date: 1 August 2012

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1207.0280

zbMATH Keywords

Gibbs samplinghierarchical modelsgenome-wide associationBayes models

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40) Genetics and epigenetics (92D10)

Related Items

Simultaneous SNP identification in association studies with missing data, Sure independence screening in the presence of missing data

Uses Software

• R
• tsbridge
• MISA
• STRUCTURE
• BAMD

Cites Work

• Simultaneous SNP identification in association studies with missing data
• Bayesian model search and multilevel inference for SNP association studies
• Consistency of Bayesian procedures for variable selection
• Updating the Inverse of a Matrix
• Computing the Diagonal Elements and Inverse of a Large Numerator Relationship Matrix
• A Simple Method for Computing the Inverse of a Numerator Relationship Matrix Used in Prediction of Breeding Values
• The Effect of Improper Priors on Gibbs Sampling in Hierarchical Linear Mixed Models
• Genetics, Alzheimer’s Disease, and Long-Term Care Insurance
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