Performs projection predictive feature selection for generalized linear models and generalized linear and additive multilevel models (see, Piironen, Paasiniemi and Vehtari, 2020, <https://projecteuclid.org/euclid.ejs/1589335310>, Catalina, Bürkner and Vehtari, 2020, <arXiv:2010.06994>). The package is compatible with the 'rstanarm' and 'brms' packages, but other reference models can also be used. See the package vignette for more information and examples.
| Version: | 2.0.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | methods, dplyr, loo (≥ 2.0.0), rstantools (≥ 2.0.0), lme4, optimx, ggplot2, Rcpp, utils, rngtools (≥ 1.2.4), tidyverse, MASS, magrittr, mgcv, gamm4 |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | rstanarm, brms, testthat, knitr, rmarkdown, glmnet, bayesplot (≥ 1.5.0) |
| Published: | 2020-10-28 |
| Author: | Juho Piironen [aut], Markus Paasiniemi [aut], Alejandro Catalina [cre, aut], Aki Vehtari [aut], Jonah Gabry [ctb], Marco Colombo [ctb], Paul-Christian Bürkner [ctb] |
| Maintainer: | Alejandro Catalina <alecatfel at gmail.com> |
| BugReports: | https://github.com/stan-dev/projpred/issues/ |
| License: | GPL-3 |
| URL: | https://mc-stan.org/projpred/, https://discourse.mc-stan.org |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | projpred results |
| Reference manual: | projpred.pdf |
| Vignettes: |
projpred Performing variable selection on Generalized Linear Multilevel Models projpred Quick Start |
| Package source: | projpred_2.0.2.tar.gz |
| Windows binaries: | r-devel: projpred_2.0.2.zip, r-release: projpred_2.0.2.zip, r-oldrel: projpred_2.0.2.zip |
| macOS binaries: | r-release: projpred_2.0.2.tgz, r-oldrel: projpred_2.0.2.tgz |
| Old sources: | projpred archive |
| Reverse imports: | brms |
| Reverse suggests: | parameters |
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