MMVBVS

Missing Multivariate Bayesian Variable Selection

CRAN Package

A variable selection tool for multivariate normal variables with missing-at-random values using Bayesian Hierarchical Model. Visualization functions show the posterior distribution of gamma (inclusion variables) and beta (coefficients). Users can also visualize the heatmap of the posterior mean of covariance matrix. Kim, T. Nicolae, D. (2019) https://github.com/tk382/MMVBVS/blob/master/workingpaper.pdf. Guan, Y. Stephens, M. (2011) doi:10.1214/11-AOAS455.


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