Other packages > Find by keyword >

UPG  

Efficient Bayesian Algorithms for Binary and Categorical Data Regression Models
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]
First Published: 2021-01-07
Latest Update: 2023-11-04
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 30 Mar. 2025.
Previous versions and publish date:
0.2.2 (2021-01-07 10:00), 0.3.0 (2022-06-21 14:00), 0.3.1 (2022-08-05 12:50), 0.3.2 (2023-04-28 13:30), 0.3.3 (2023-08-07 21:00), 0.3.4 (2023-11-04 15:30)
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
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for UPG010203040506070TrendBars

Today's Hot Picks in Authors and Packages

TangPoemR  
Write Chinese Tang Poems
Write Chinese Tang Poems automatically. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
FAMoS  
A Flexible Algorithm for Model Selection
Given a set of parameters describing model dynamics and a corresponding cost function, FAMoS perfor ...
Download / Learn more Package Citations See dependency  
cocorresp  
Co-Correspondence Analysis Methods
Fits predictive and symmetric co-correspondence analysis (CoCA) models to relate one data matrix to ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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