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]
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 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 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

Today's Hot Picks in Authors and Packages

SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
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  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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