Package: projpred
Encoding: UTF-8
Title: Projection Predictive Feature Selection
Version: 2.6.0
Date: 2023-05-25
Authors@R: c(person("Juho", "Piironen", role = c("aut"),
                    email = "juho.t.piironen@gmail.com"),
             person("Markus", "Paasiniemi", role = "aut"),
             person("Alejandro", "Catalina", role = "aut",
                    email = "alecatfel@gmail.com"),
             person("Frank", "Weber", role = c("cre", "aut"),
                    email = "fweber144@protonmail.com"),
             person("Aki", "Vehtari", role = "aut"),
             person("Jonah", "Gabry", role = "ctb"),
             person("Marco", "Colombo", role = "ctb"),
             person("Paul-Christian", "Bürkner", role = "ctb"),
             person("Hamada S.", "Badr", role = "ctb"),
             person("Brian", "Sullivan", role = "ctb"),
             person("Sölvi", "Rögnvaldsson", role = "ctb"),
             person(family = "The LME4 Authors", role = "cph",
                    comment = "see file 'LICENSE' for details"),
             person("Yann", "McLatchie", role = "ctb"),
             person("Juho", "Timonen", role = "ctb"))
Description: 
    Performs projection predictive feature selection for generalized linear
    models (Piironen, Paasiniemi, and Vehtari, 2020, <doi:10.1214/20-EJS1711>)
    with or without multilevel or additive terms (Catalina, Bürkner, and
    Vehtari, 2022, <https://proceedings.mlr.press/v151/catalina22a.html>), for
    some ordinal and nominal regression models (Weber and Vehtari, 2023,
    <arXiv:2301.01660>), and for many other regression models (using the latent
    projection by Catalina, Bürkner, and Vehtari, 2021, <arXiv:2109.04702>,
    which can also be applied to most of the former models). The package is
    compatible with the 'rstanarm' and 'brms' packages, but other reference
    models can also be used. See the vignettes and the documentation for more
    information and examples.
License: GPL-3 | file LICENSE
URL: https://mc-stan.org/projpred/, https://discourse.mc-stan.org
BugReports: https://github.com/stan-dev/projpred/issues/
Depends: R (>= 3.5.0)
Imports: methods, utils, Rcpp, ggplot2, scales, rstantools (>= 2.0.0),
        loo (>= 2.0.0), lme4 (>= 1.1-28), mvtnorm, mgcv, gamm4, abind,
        MASS, ordinal, nnet, mclogit
Suggests: ggrepel, rstanarm, brms, nlme, optimx, ucminf, parallel,
        foreach, iterators, testthat, vdiffr, knitr, rmarkdown, glmnet,
        cmdstanr, rlang, bayesplot (>= 1.5.0), posterior, doParallel,
        future, future.callr, doFuture
LinkingTo: Rcpp, RcppArmadillo
Additional_repositories: https://mc-stan.org/r-packages/
LazyData: TRUE
RoxygenNote: 7.2.3
VignetteBuilder: knitr, rmarkdown
NeedsCompilation: yes
Packaged: 2023-05-31 17:46:17 UTC; frank
Author: Juho Piironen [aut],
  Markus Paasiniemi [aut],
  Alejandro Catalina [aut],
  Frank Weber [cre, aut],
  Aki Vehtari [aut],
  Jonah Gabry [ctb],
  Marco Colombo [ctb],
  Paul-Christian Bürkner [ctb],
  Hamada S. Badr [ctb],
  Brian Sullivan [ctb],
  Sölvi Rögnvaldsson [ctb],
  The LME4 Authors [cph] (see file 'LICENSE' for details),
  Yann McLatchie [ctb],
  Juho Timonen [ctb]
Maintainer: Frank Weber <fweber144@protonmail.com>
Repository: CRAN
Date/Publication: 2023-06-01 09:10:02 UTC
Built: R 4.3.0; powerpc-apple-darwin10.0.0d2; 2023-06-01 10:15:57 UTC; unix
