Other packages > Find by keyword >

brglm  

Bias Reduction in Binomial-Response Generalized Linear Models
View on CRAN: Click here


Download and install brglm package within the R console
Install from CRAN:
install.packages("brglm")

Install from Github:
library("remotes")
install_github("cran/brglm")

Install by package version:
library("remotes")
install_version("brglm", "0.7.3")



Attach the package and use:
library("brglm")
Maintained by
Ioannis Kosmidis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2008-02-25
Latest Update: 2021-04-22
Description:
Fit generalized linear models with binomial responses using either an adjusted-score approach to bias reduction or maximum penalized likelihood where penalization is by Jeffreys invariant prior. These procedures return estimates with improved frequentist properties (bias, mean squared error) that are always finite even in cases where the maximum likelihood estimates are infinite (data separation). Fitting takes place by fitting generalized linear models on iteratively updated pseudo-data. The interface is essentially the same as 'glm'. More flexibility is provided by the fact that custom pseudo-data representations can be specified and used for model fitting. Functions are provided for the construction of confidence intervals for the reduced-bias estimates.
How to cite:
Ioannis Kosmidis (2008). brglm: Bias Reduction in Binomial-Response Generalized Linear Models. R package version 0.7.3, https://cran.r-project.org/web/packages/brglm. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.5-2 (2008-02-25 08:43), 0.5-3 (2008-04-10 09:16), 0.5-4 (2008-11-26 09:47), 0.5-5 (2010-06-22 10:30), 0.5-6 (2011-08-17 07:30), 0.5-7 (2012-08-24 10:35), 0.5-8 (2013-08-08 01:27), 0.5-9 (2013-11-08 11:39), 0.6.1 (2017-06-29 07:56), 0.6.2 (2019-04-02 19:40), 0.7.1 (2020-10-12 06:40), 0.7.2 (2021-04-22 13:30)
Other packages that cited brglm R package
View brglm citation profile
Other R packages that brglm depends, imports, suggests or enhances
Complete documentation for brglm
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
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  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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