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CARlasso (version 0.1.2)

Conditional Autoregressive LASSO

Description

Algorithms to fit Bayesian Conditional Autoregressive LASSO with automatic and adaptive shrinkage described in Shen and Solis-Lemus (2020) .

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Version

Install

install.packages('CARlasso')

Monthly Downloads

47

Version

0.1.2

License

GPL-3

Issues

5

Pull Requests

0

Stars

20

Forks

5

Maintainer

Yunyi Shen

Last Published

August 11th, 2021

Functions in CARlasso (0.1.2)

rCARlasso_

Block Gibbs sampler for CAR-LASSO
plot.bglasso_out

plot the graph estimated by graphical lasso with threshold method using ggraph
horseshoe

Horseshoe method for graphical structure inference
CARlasso

Gibbs sampler for Conditional Autoregressive LASSO and extensions
bGlasso

Gibbs sampler for Bayesian Graphical LASSO and extensions
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
mgp154

Gut microbiota in the Irish Elderly
mgp2592

Hofmockel Soil Aggregate COB KBASE
simu_AR1

Simulate a simple AR1 model with specific predictor