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glmbayesCore  

Core C++ Sampling Engine for 'glmbayes'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("glmbayesCore", "0.5.3")



Attach the package and use:
library("glmbayesCore")
Maintained by
Kjell Nygren
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-05
Latest Update: 2026-08-05
Description:
Core C++ engine for 'glmbayes': envelope-based iid linear and generalized linear model samplers, prior-family routing, and optional 'OpenCL' acceleration. Sampling for supported non-conjugate models uses accept-reject methods based on likelihood subgradients as in Nygren and Nygren (2006) <doi:10.1198/016214506000000357>. Intended as a developer backend for the 'glmbayes' formula interface; end users should use 'glmbayes' for modelling with interfaces analogous to 'lm' and 'glm'. Mixed-model engines are planned for a future release.
How to cite:
Kjell Nygren (2026). glmbayesCore: Core C++ Sampling Engine for 'glmbayes'. R package version 0.5.3, https://cran.r-project.org/web/packages/glmbayesCore. Accessed 20 Sep. 2026.
Previous versions and publish date:
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Complete documentation for glmbayesCore
Functions, R codes and Examples using the glmbayesCore R package
Full glmbayesCore package functions and examples
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