Conditional Autoregressive LASSO

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Documentation for package ‘CARlasso’ version 0.1.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

bGlasso	Gibbs sampler for Bayesian Graphical LASSO and extensions
CARlasso	Gibbs sampler for Conditional Autoregressive LASSO and extensions
horseshoe	Horseshoe method for graphical structure inference
mgp154	Gut microbiota in the Irish Elderly
mgp2592	Hofmockel Soil Aggregate COB KBASE
plot.bglasso_out	plot the graph estimated by graphical lasso with threshold method using ggraph
plot.carlasso_out	plot the chain graph estimated by CAR-LASSO with threshold or horseshoe method using ggraph
rCARAlasso_	Block Gibbs sampler for adaptive CAR-LASSO
rCARlasso_	Block Gibbs sampler for CAR-LASSO
simu_AR1	Simulate a simple AR1 model with specific predictor