Learn R Programming

lrgs (version 0.5.4)

Linear Regression by Gibbs Sampling

Description

Implements a Gibbs sampler to do linear regression with multiple covariates, multiple responses, Gaussian measurement errors on covariates and responses, Gaussian intrinsic scatter, and a covariate prior distribution which is given by either a Gaussian mixture of specified size or a Dirichlet process with a Gaussian base distribution. Described further in Mantz (2016) .

Copy Link

Version

Install

install.packages('lrgs')

Monthly Downloads

196

Version

0.5.4

License

MIT + file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Adam Mantz

Last Published

August 11th, 2020

Functions in lrgs (0.5.4)

Gibbs.regression

Linear Regression by Gibbs Sampling
Gibbs.post2dataframe

Linear Regression by Gibbs Sampling
lrgs-package

Linear Regression by Gibbs Sampling