Performs efficient and scalable glm best subset selection using a novel implementation of a branch and bound algorithm.To speed up the model fitting process, a range of optimizationmethods are implemented in 'RcppArmadillo'. Parallel computation is available using 'OpenMP'.
| Version: | 3.0.1 |
| Depends: | R (≥ 3.3.0) |
| Imports: | Rcpp (≥ 1.0.7), methods, stats, graphics |
| LinkingTo: | Rcpp,RcppArmadillo,BH |
| Suggests: | knitr,rmarkdown,testthat (≥ 3.0.0) |
| Published: | 2024-09-28 |
| DOI: | 10.32614/CRAN.package.BranchGLM |
| Author: | Jacob Seedorff [aut, cre] |
| Maintainer: | Jacob Seedorff <jacob-seedorff at uiowa.edu> |
| BugReports: | https://github.com/JacobSeedorff21/BranchGLM/issues |
| License: | Apache License (≥ 2) |
| URL: | https://github.com/JacobSeedorff21/BranchGLM |
| NeedsCompilation: | yes |
| CRAN checks: | BranchGLM results |
| Reference manual: | BranchGLM.html ,BranchGLM.pdf |
| Vignettes: | BranchGLM Vignette (source,R code) Variable Importance Vignette (source,R code) VariableSelection Vignette (source,R code) |
| Package source: | BranchGLM_3.0.1.tar.gz |
| Windows binaries: | r-devel:BranchGLM_3.0.1.zip, r-release:BranchGLM_3.0.1.zip, r-oldrel:BranchGLM_3.0.1.zip |
| macOS binaries: | r-release (arm64):BranchGLM_3.0.1.tgz, r-oldrel (arm64):BranchGLM_3.0.1.tgz, r-release (x86_64):BranchGLM_3.0.1.tgz, r-oldrel (x86_64):BranchGLM_3.0.1.tgz |
| Old sources: | BranchGLM archive |
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