Multiple Regression with Multivariate Adaptive Shrinkage

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Documentation for package ‘mr.mashr’ version 0.3.44

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

autoselect.mixsd	Compute a grid of standard deviations to scale the canonical covariance matrices.
coef.mr.mash	Extract coefficients from mr.mash fit.
coef.mr.mash.rss	Extract coefficients from mr.mash.rss fit.
compute_canonical_covs	Compute canonical covariance matrices.
compute_data_driven_covs	Compute data-driven covariance matrices.
compute_univariate_sumstats	Compute summary statistics from univariate simple linear regression.
expand_covs	Expand covariance matrices by a grid of variances for use in 'mr.mash'.
mr.mash	Multiple Regression with Multivariate Adaptive Shrinkage.
mr.mash.rss	Multiple Regression with Multivariate Adaptive Shrinkage from summary data.
predict.mr.mash	Predict future observations from mr.mash fit.
predict.mr.mash.rss	Predict future observations from mr.mash.rss fit.
simulate_mr_mash_data	Simulate data to test 'mr.mash'.