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
stableGR
View on CRAN: Click
here
Download and install stableGR package within the R console
Install from CRAN:
install.packages("stableGR")
Install from Github:
library("remotes")
install_github("cran/stableGR")
Install by package version:
library("remotes")
install_version("stableGR", "1.2")
Attach the package and use:
library("stableGR")
Maintained by
Christina Knudson
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.stableGR . stableGR results . stableGR.pdf . stableGR_1.2.tar.gz . stableGR_1.2.zip . stableGR_1.2.zip . stableGR_1.2.zip . stableGR_1.2.tgz . stableGR_1.2.tgz . stableGR_1.2.tgz . stableGR_1.2.tgz . stableGR_1.2.tgz . stableGR_1.2.tgz . stableGR archive . https://CRAN.R-project.org/package=stableGR .
First Published: 2020-03-05
Latest Update: 2022-10-07
Description:
Practitioners of Bayesian statistics often use Markov chain Monte Carlo (MCMC) samplers to sample from a posterior distribution. This package determines whether the MCMC sample is large enough to yield reliable estimates of the target distribution. In particular, this calculates a Gelman-Rubin convergence diagnostic using stable and consistent estimators of Monte Carlo variance. Additionally, this uses the connection between an MCMC sample's effective sample size and the Gelman-Rubin diagnostic to produce a threshold for terminating MCMC simulation. Finally, this informs the user whether enough samples have been collectedand (if necessary) estimates the number of samples needed for a desired level of accuracy. The theory underlying these methods can be found in "Revisiting the Gelman-Rubin Diagnostic" by Vats andKnudson (2018) <arXiv:1812:09384>.
How to cite:
Christina Knudson (2020). stableGR: A Stable Gelman-Rubin Diagnostic for Markov Chain Monte Carlo. R package version 1.2, https://cran.r-project.org/web/packages/stableGR. Accessed 29 Mar. 2025.
Other packages that cited stableGR R package
View stableGR citation profile
Other R packages that stableGR depends,
imports, suggests or enhances
Complete documentation for stableGR
Functions, R codes and Examples using
the stableGR R package
Some associated functions: asym.var . mvn.gibbs . n.eff . stable.GR . stableGR-package . target.psrf . titanic.complete .
Some associated R codes: asym.var.R . getT.R . gettau.R . mcmcchecks.R . mvn.gibbs.R . n.eff.R . s.hat.R . size.and.trim.R . stable.GR.R . target.psrf.R . Full stableGR package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
gglgbtq
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laura Bakala (view profile)
landmix
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Layla Parast (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
