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 |