Multiple Regression with Multivariate Adaptive Shrinkage
Compute a grid of standard deviations to scale the canonical covarianc...
Extract coefficients from mr.mash fit.
Extract coefficients from mr.mash.rss fit.
Compute canonical covariance matrices.
Compute data-driven covariance matrices.
Compute summary statistics from univariate simple linear regression.
Expand covariance matrices by a grid of variances for use in mr.mash...
Multiple Regression with Multivariate Adaptive Shrinkage.
Multiple Regression with Multivariate Adaptive Shrinkage from summary ...
Predict future observations from mr.mash fit.
Predict future observations from mr.mash.rss fit.
Simulate data to test mr.mash.
Provides an implementation of methods for multivariate multiple regression with adaptive shrinkage priors as described in F. Morgante et al (2023) <doi:10.1371/journal.pgen.1010539>.