Performs projection predictive feature selection for generalized linear models (see, e.g., Piironen and Vehtari, 2017, <doi:10.1007/s11222-016-9649-y>). The package is compatible with 'rstanarm' package, but other reference models can also be used. See the package vignette for more information and examples.
Version: | 0.7.0 |
Depends: | R (≥ 3.1.2) |
Imports: | rstan, rstanarm (≥ 2.17.2), loo, ggplot2, Rcpp, utils |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | testthat, knitr, rmarkdown, glmnet, bayesplot |
Published: | 2018-02-19 |
Author: | Markus Paasiniemi [aut], Juho Piironen [aut], Jonah Gabry [ctb], Aki Vehtari [ctb] |
Maintainer: | Juho Piironen <juho.piironen at aalto.fi> |
BugReports: | https://github.com/stan-dev/projpred/issues |
License: | GPL-3 |
URL: | https://github.com/stan-dev/projpred |
NeedsCompilation: | yes |
CRAN checks: | projpred results |
Reference manual: | projpred.pdf |
Vignettes: |
projpred quickstart guide |
Package source: | projpred_0.7.0.tar.gz |
Windows binaries: | r-devel: projpred_0.7.0.zip, r-release: projpred_0.7.0.zip, r-oldrel: projpred_0.7.0.zip |
OS X El Capitan binaries: | r-release: projpred_0.7.0.tgz |
OS X Mavericks binaries: | r-oldrel: not available |
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