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 04 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:23), 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

rCMA  
R-to-Java Interface for 'CMA-ES'
Tool for providing access to the Java version 'CMAEvolutionStrategy' of Nikolaus Hansen. 'CMA-ES' i ...
Download / Learn more Package Citations See dependency  
GLMMadaptive  
Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
Fits generalized linear mixed models for a single grouping factor under maximum likelihood approxim ...
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  
sValues  
Measures of Sturdiness of Regression Coefficients
Implements the s-values proposed by Ed. Leamer. It provides a context-minimal approach for sensitivi ...
Download / Learn more Package Citations See dependency  
ggconf  
Simpler Appearance Modification of "ggplot2"
A flexible interface for ggplot2theme potentially saving 50 of your typing. ...
Download / Learn more Package Citations See dependency  
epigraphdb  
Interface Package for the 'EpiGraphDB' Platform
The interface package to access data from the 'EpiGraphDB' platform. It p ...
Download / Learn more Package Citations See dependency  
Maintainer: Yi Liu (view profile)

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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