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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.
| Version: | 0.5.3 |
| Depends: | MASS, R (≥ 3.5.0) |
| Imports: | stats, Rcpp (≥ 1.1.1), RcppParallel, Rdpack (≥ 0.11-0), opencltools (≥ 0.8.1), nmathopencl |
| LinkingTo: | Rcpp, RcppArmadillo, RcppParallel, opencltools |
| Suggests: | glmbayes, coda, bayesrules, bayestestR, LearnBayes, testthat (≥ 3.0.0), spelling, knitr, rmarkdown |
| Published: | 2026-08-05 |
| DOI: | 10.32614/CRAN.package.glmbayesCore (may not be active yet) |
| Author: | Kjell Nygren [aut, cre], The R Core Team [ctb, cph] (R Mathlib sources, R stats modeling code, and derived/adapted routines), The R Foundation [cph] (Portions of R Mathlib and R source code), Ross Ihaka [ctb, cph] (R Mathlib and original R modeling infrastructure), Robert Gentleman [ctb, cph] (Portions of R Mathlib), Simon Davies [ctb] (Original R glm implementation), Morten Welinder [ctb, cph] (Portions of R Mathlib), Martin Maechler [ctb] (Portions of R Mathlib), The Khronos Group Inc [cph] (OpenCL API headers in inst/include/CL (Apache License 2.0)) |
| Maintainer: | Kjell Nygren <kjell.a.nygren at gmail.com> |
| BugReports: | https://github.com/knygren/glmbayesCore/issues |
| License: | GPL-2 |
| Copyright: | see file COPYRIGHTS |
| URL: | https://github.com/knygren/glmbayesCore |
| NeedsCompilation: | yes |
| SystemRequirements: | Optional OpenCL support. If available, GPU acceleration will be used; otherwise, computation runs on CPU. |
| Language: | en-US |
| Citation: | glmbayesCore citation info |
| Materials: | README, NEWS |
| CRAN checks: | glmbayesCore results |
| Reference manual: | glmbayesCore.html , glmbayesCore.pdf |
| Package source: | glmbayesCore_0.5.3.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: glmbayesCore_0.5.3.zip |
| macOS binaries: | r-release (arm64): glmbayesCore_0.5.3.tgz, r-oldrel (arm64): glmbayesCore_0.5.3.tgz, r-release (x86_64): glmbayesCore_0.5.3.tgz, r-oldrel (x86_64): glmbayesCore_0.5.3.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.