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MMVBVS

Multivariate Bayesian Selection algorithm, applied to multi-tissue gene expression level data.

Details in this workflowr vignette.

Working paper in here.

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Version

Install

install.packages('MMVBVS')

Monthly Downloads

50

Version

0.8.0

License

GPL (>= 2)

Maintainer

Tae Kim

Last Published

December 15th, 2019

Functions in MMVBVS (0.8.0)

plot_sigma

Plot the posterior mean of the covariance matrix
mmvbvs

Main function for variable selection
plot_gamma

Plot the the inclusion of each variable for each MCMC iteration
beta_dist

Plot the posterior distribution of the coefficients
plot_beta

Plot the coefficients for each variable for each iteration of MCMC