R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
BayesS5
View on CRAN: Click
here
Download and install BayesS5 package within the R console
Install from CRAN:
install.packages("BayesS5")
Install from Github:
library("remotes")
install_github("cran/BayesS5") Install by package version:
library("remotes")
install_version("BayesS5", "1.41") Attach the package and use:
library("BayesS5")
Maintained by
Minsuk Shin
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-01-17
Latest Update: 2020-03-24
Description:
In p >> n settings, full posterior sampling using existing Markov chain Monte
Carlo (MCMC) algorithms is highly inefficient and often not feasible from a practical
perspective. To overcome this problem, we propose a scalable stochastic search algorithm that is called the Simplified Shotgun Stochastic Search (S5) and aimed at rapidly explore interesting regions of model space and finding the maximum a posteriori(MAP) model. Also, the S5 provides an approximation of posterior probability of each model (including the marginal inclusion probabilities). This algorithm is a part of an article titled "Scalable Bayesian Variable Selection Using Nonlocal Prior Densities in Ultrahigh-dimensional Settings" (2018) by Minsuk Shin, Anirban Bhattacharya, and Valen E. Johnson and "Nonlocal Functional Priors for Nonparametric Hypothesis Testing and High-dimensional Model Selection" (2020+) by Minsuk Shin and Anirban Bhattacharya.
How to cite:
Minsuk Shin (2017). BayesS5: Bayesian Variable Selection Using Simplified Shotgun Stochastic Search with Screening (S5). R package version 1.41, https://cran.r-project.org/web/packages/BayesS5. Accessed 11 Jun. 2026.
Previous versions and publish date:
Other packages that cited BayesS5 R package
View BayesS5 citation profile
Other R packages that BayesS5 depends,
imports, suggests or enhances
Complete documentation for BayesS5
Functions, R codes and Examples using
the BayesS5 R package
Some associated functions: Bernoulli_Uniform . S5 . S5_additive . S5_parallel . SSS . Uniform . hyper_par . ind_fun_NLfP . ind_fun_g . ind_fun_pemom . ind_fun_pimom . obj_fun_g . obj_fun_pemom . obj_fun_pimom . result . result_est_LS . result_est_MAP .
Some associated R codes: Bernoulli_Uniform.R . S5.R . S5_additive.R . S5_parallel.R . SSS.R . Uniform.R . hyper_par.R . ind_fun_NLfP.R . ind_fun_g.R . ind_fun_pemom.R . ind_fun_pimom.R . obj_fun_g.R . obj_fun_pemom.R . obj_fun_pimom.R . result.R . result_est_LS.R . result_est_MAP.R . Full BayesS5 package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
leontief
An implementation of the Input-Output model developed by
Wassily Leontief that represents the inter ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mauricio Vargas Sepulveda (view profile)
hsphase
Identification of recombination events, haplotype reconstruction, sire imputation and pedigree recon ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mohammad Ferdosi (view profile)
Voss
Generating realizations of a fractal Brownian function on uniform 1D & 2D grid with classic and ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pavel V. Moskalev (view profile)
stevedata
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Steve Miller (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
clusrank
Non-parametric tests (Wilcoxon rank sum test and Wilcoxon signed rank test)
for clustered data docu ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Wenjie Wang (view profile)
27,372
R Packages
233,548
Dependencies
72,820
Author Associations
27,205
Publication Badges
