1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44
|
Encoding: UTF-8
Package: projpred
Title: Projection Predictive Feature Selection
Version: 2.0.2
Authors@R: c(person("Juho", "Piironen", role = c("aut"), email = "juho.t.piironen@gmail.com"),
person("Markus", "Paasiniemi", role = "aut"),
person("Alejandro", "Catalina", role = c("cre", "aut"), email="alecatfel@gmail.com"),
person("Aki", "Vehtari", role = "aut"),
person("Jonah", "Gabry", role = "ctb"),
person("Marco", "Colombo", role = "ctb"),
person("Paul-Christian", "Bürkner", role = "ctb"))
Maintainer: Alejandro Catalina <alecatfel@gmail.com>
Description:
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.
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
License: GPL-3
LazyData: TRUE
RoxygenNote: 7.1.1
Suggests: rstanarm, brms, testthat, knitr, rmarkdown, glmnet, bayesplot
(>= 1.5.0)
VignetteBuilder: knitr
URL: https://mc-stan.org/projpred/, https://discourse.mc-stan.org
BugReports: https://github.com/stan-dev/projpred/issues/
NeedsCompilation: yes
Packaged: 2020-10-27 15:25:44 UTC; alex
Author: Juho Piironen [aut],
Markus Paasiniemi [aut],
Alejandro Catalina [cre, aut],
Aki Vehtari [aut],
Jonah Gabry [ctb],
Marco Colombo [ctb],
Paul-Christian Bürkner [ctb]
Repository: CRAN
Date/Publication: 2020-10-28 12:50:02 UTC
|