Other packages > Find by keyword >

GHS  

Graphical Horseshoe MCMC Sampler Using Data Augmented Block Gibbs Sampler
View on CRAN: Click here


Download and install GHS package within the R console
Install from CRAN:
install.packages("GHS")

Install from Github:
library("remotes")
install_github("cran/GHS")

Install by package version:
library("remotes")
install_version("GHS", "0.1")



Attach the package and use:
library("GHS")
Maintained by
Ashutosh Srivastava
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-30
Latest Update: 2018-10-30
Description:
Draw posterior samples to estimate the precision matrix for multivariate Gaussian data. Posterior means of the samples is the graphical horseshoe estimate by Li, Bhadra and Craig(2017) . The function uses matrix decomposition and variable change from the Bayesian graphical lasso by Wang(2012) , and the variable augmentation for sampling under the horseshoe prior by Makalic and Schmidt(2016) . Structure of the graphical horseshoe function was inspired by the Bayesian graphical lasso function using blocked sampling, authored by Wang(2012) .
How to cite:
Ashutosh Srivastava (2018). GHS: Graphical Horseshoe MCMC Sampler Using Data Augmented Block Gibbs Sampler. R package version 0.1, https://cran.r-project.org/web/packages/GHS. Accessed 08 Oct. 2026.
Previous versions and publish date:
0.1 (2018-10-30 19:00), (2026-07-09 08:05)
Other packages that cited GHS R package
View GHS citation profile
Other R packages that GHS depends, imports, suggests or enhances
Complete documentation for GHS
Functions, R codes and Examples using the GHS R package
Some associated functions: GHS_est . 
Some associated R codes: GHS_function_test.R . ex.R .  Full GHS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

metafor  
Meta-Analysis Package for R
A comprehensive collection of functions for conducting meta-analyses in R. The package includes func ...
Download / Learn more Package Citations See dependency  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
colorfindr  
Extract Colors from Windows BMP, JPEG, PNG, TIFF, and SVG Format Images
Extracts colors from various image types, returns customized reports and plots treemaps and 3D scat ...
Download / Learn more Package Citations See dependency  
abc.data  
Data Only: Tools for Approximate Bayesian Computation (ABC)
Contains data which are used by functions of the 'abc' package. ...
Download / Learn more Package Citations See dependency  
dineR  
Differential Network Estimation in R
An efficient and convenient set of functions to perform differential network estimation through the ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA