lrgs: Linear Regression by Gibbs Sampling

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.

Author
Adam Mantz
Date of publication
2016-07-30 23:15:45
Maintainer
Adam Mantz <amantz@slac.stanford.edu>
License
MIT + file LICENSE
Version
0.5.1
URLs

View on CRAN

Man pages

Gibbs.post2dataframe
Linear Regression by Gibbs Sampling
Gibbs.regression
Linear Regression by Gibbs Sampling
lrgs-package
Linear Regression by Gibbs Sampling

Files in this package

lrgs
lrgs/NAMESPACE
lrgs/R
lrgs/R/lrgs.R
lrgs/MD5
lrgs/DESCRIPTION
lrgs/man
lrgs/man/lrgs-package.Rd
lrgs/man/Gibbs.regression.Rd
lrgs/man/Gibbs.post2dataframe.Rd
lrgs/LICENSE