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
UPG
View on CRAN: Click
here
Download and install UPG package within the R console
Install from CRAN:
install.packages("UPG")
Install from Github:
library("remotes")
install_github("cran/UPG") Install by package version:
library("remotes")
install_version("UPG", "0.3.5") Attach the package and use:
library("UPG")
Maintained by
Gregor Zens
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-07
Latest Update: 2024-11-10
Description:
Efficient Bayesian implementations of probit, logit, multinomial logit and binomial logit models. Functions for plotting and tabulating the estimation output are available as well. Estimation is based on Gibbs sampling where the Markov chain Monte Carlo algorithms are based on the latent variable representations and marginal data augmentation algorithms described in "Gregor Zens, Sylvia Frühwirth-Schnatter & Helga Wagner (2023). Ultimate Pólya Gamma Samplers – Efficient MCMC for possibly imbalanced binary and categorical data, Journal of the American Statistical Association <doi:10.1080/01621459.2023.2259030>".
How to cite:
Gregor Zens (2021). UPG: Efficient Bayesian Algorithms for Binary and Categorical Data Regression Models. R package version 0.3.5, https://cran.r-project.org/web/packages/UPG. Accessed 08 Mar. 2026.
Previous versions and publish date:
Other packages that cited UPG R package
View UPG citation profile
Other R packages that UPG depends,
imports, suggests or enhances
Complete documentation for UPG
Functions, R codes and Examples using
the UPG R package
Some associated functions: UPG.Diag.Binomial . UPG.Diag.Logit . UPG.Diag.MNL . UPG.Diag.Probit . UPG.Diag . UPG . coef.UPG.Binomial . coef.UPG.Logit . coef.UPG.MNL . coef.UPG.Probit . lfp . logLik.UPG.Binomial . logLik.UPG.Logit . logLik.UPG.MNL . logLik.UPG.Probit . plot.UPG.Binomial . plot.UPG.Logit . plot.UPG.MNL . plot.UPG.Probit . predict.UPG.Binomial . predict.UPG.Logit . predict.UPG.MNL . predict.UPG.Probit . print.UPG.Binomial . print.UPG.Logit . print.UPG.MNL . print.UPG.Probit . program . summary.UPG.Binomial . summary.UPG.Logit . summary.UPG.MNL . summary.UPG.Probit . titanic .
Some associated R codes: BINOMIAL.R . COEF.R . DATA.R . DIAGNOSTICS.R . LOGIT.R . LOGLIK.R . MNL.R . PLOT.R . PREDICT.R . PRINT.R . PROBIT.R . SUMMARY.R . UPG.R . Full UPG package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
vars
Estimation, lag selection, diagnostic testing, forecasting, causality analysis, forecast error varia ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bernhard Pfaff (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)
generator
Allows users to quickly and easily generate fake data containing
Personally Identifiable Informatio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul Hendricks (view profile)
candisc
Functions for computing and visualizing
generalized canonical discriminant analyses and canonical c ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Friendly (view profile)
ptycho
Bayesian variable selection for linear regression models using hierarchical
priors. There is a pr ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laurel Stell (view profile)
26,270
R Packages
223,360
Dependencies
70,376
Author Associations
26,265
Publication Badges
