Bayesian Meta-Analysis of Pleiotropic Effects Using Group Structure

Run a Gibbs sampler for a multivariate Bayesian sparse group selection model with Dirac, continuous and hierarchical spike prior for detecting pleiotropy on the traits. This package is designed for summary statistics containing estimated regression coefficients and its estimated covariance matrix. The methodology is available from: Baghfalaki, T., Sugier, P. E., Truong, T., Pettitt, A. N., Mengersen, K., & Liquet, B. (2021) .


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install.packages("GCPBayes")

3.1.0 by Taban Baghfalaki, a month ago


Browse source code at https://github.com/cran/GCPBayes


Authors: Taban Baghfalaki


Documentation:   PDF Manual  


GPL (>= 2.0) license


Imports MASS, arm, mvtnorm, invgamma, gdata, truncnorm, postpack, wiqid, usethis, Rcpp


See at CRAN