BTRR_draw_beta: Draw betas

In danieladamspencer/bayestensorreg: Bayesian Tensor Regression

Draw betas

Description

Draw beta variables from their posterior full conditional distributions. As a note, this is done with a loop in the code for the Markov Chain Monte Carlo.

Usage

BTRR_draw_beta(Y, x, betas, Sigma_AR, tau, Phi, W, j, r)

Arguments

Y	Array of the response values
x	Matrix of the covariates
betas, W	Lists of length D comprised of p_j by R matrices
Sigma_AR	A covariance matrix based off of the observational variance \ and the covariance structure.
tau	A scalar for the global variance
Phi	A vector for the rank-weighting of the variance
j	Dimension index
r	Rank index

Value

A list of length D made up of matrices with dimensions p_j by R.

danieladamspencer/bayestensorreg documentation built on July 23, 2024, 10:14 a.m.