Initialize the horseshoe prior parameters

Compute the standard deviations, local and global precisions, and parameter expansion terms for the horseshoe prior initialization.

Usage

initHS(omega)

Arguments

omega

n x p matrix of evolution errors

Value

List of relevant components: sigma_wt, the n x p matrix of standard deviations, and the local and global precisions and parameter-expansion terms.