Package: r-cran-projpred (2.8.0+dfsg-1 and others)

[ Source: r-cran-projpred  ]

GNU R projection predictive feature selection

Performs projection predictive feature selection for generalized linear models (see, Piironen, Paasiniemi and Vehtari, 2018, <arXiv:1810.02406>). 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.

Other Packages Related to r-cran-projpred

• dep: libblas3

  Basic Linear Algebra Reference implementations, shared library

  or libblas.so.3

  virtual package provided by libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.27) [riscv64]

  GNU C Library: Shared libraries
  also a virtual package provided by libc6-udeb

  dep: libc6 (>= 2.29) [not alpha, ia64, riscv64, sh4]

  dep: libc6 (>= 2.37) [sh4]

• dep: libc6.1 (>= 2.29) [alpha]

  GNU C Library: Shared libraries
  also a virtual package provided by libc6.1-udeb

  dep: libc6.1 (>= 2.30) [ia64]

• dep: libgcc-s1 (>= 3.0) [not armel, armhf, hppa, ia64, m68k, sh4]

  GCC support library

  dep: libgcc-s1 (>= 3.3.4) [sh4]

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

• dep: libgcc-s2 (>= 4.2.1) [m68k]

  GCC support library

• dep: libgcc-s4 (>= 4.1.1) [hppa]

  GCC support library

• dep: libgfortran5 (>= 8) [sparc64]

  Runtime library for GNU Fortran applications

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  or liblapack.so.3

  virtual package provided by libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 13.1) [not arm64, ia64]

  GNU Standard C++ Library v3

  dep: libstdc++6 (>= 14) [arm64]

  dep: libstdc++6 (>= 9) [ia64]

• dep: libunwind8 [ia64]

  library to determine the call-chain of a program - runtime

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.0.0-3) [ia64]

  GNU R core of statistical computation and graphics system

• dep: r-cran-abind [not ia64]

  GNU R abind multi-dimensional array combination function

• dep: r-cran-gamm4 [not ia64]

  GNU R generalized additive mixed models using 'mgcv' and 'lme4'

• dep: r-cran-ggplot2

  implementation of the Grammar of Graphics

• dep: r-cran-gtools [not ia64]

  GNU R package with R programming tools by Greg Warnes et al

• dep: r-cran-lme4 (>= 1.1-28) [not ia64]

  GNU R package for linear mixed effects model fitting

• dep: r-cran-loo (>= 2.0.0)

  GNU R leave-one-out cross-validation and WAIC for Bayesian models

• dep: r-cran-mass [not ia64]

  GNU R package of Venables and Ripley's MASS

• dep: r-cran-mclogit [not ia64]

  GNU R multinomial logit models, with or without random effects

• dep: r-cran-mgcv [not ia64]

  GNU R package for multiple parameter smoothing estimation

• dep: r-cran-mvtnorm [not ia64]

  GNU R package to compute multivariate Normal and T distributions

• dep: r-cran-nnet [not ia64]

  GNU R package for feed-forward neural networks

• dep: r-cran-ordinal [not ia64]

  GNU R regression models for ordinal data

• dep: r-cran-rcpp

  GNU R package for Seamless R and C++ Integration

• dep: r-cran-rcpparmadillo

  GNU R package for Armadillo C++ linear algebra library

• dep: r-cran-rstantools (>= 2.0.0) [not ia64]

  tools for developing GNU R packages interfacing with 'Stan'

• dep: r-cran-scales [not ia64]

  Scale functions for visualization

• rec: r-cran-bayesplot (>= 1.5.0) [not ia64]

  GNU R plotting for bayesian models

• rec: r-cran-brms [not ia64]

  GNU R Bayesian regression models using 'Stan'

• rec: r-cran-doparallel [not ia64]

  GNU R foreach parallel adaptor for the parallel package

• rec: r-cran-dorng [not ia64]

  GNU R generic reproducible parallel backend for 'foreach' loops

• rec: r-cran-foreach [not ia64]

  GNU R foreach looping support

• rec: r-cran-future [not ia64]

  R package: A Future API for R

• rec: r-cran-ggrepel [not ia64]

  auto-position non-overlapping text labels in plots

• rec: r-cran-glmnet

  Lasso and Elastic-Net Regularized Generalized Linear Models

• rec: r-cran-iterators [not ia64]

  GNU R iterator support for vectors, lists and other containers

• rec: r-cran-knitr [not ia64]

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-nlme [not ia64]

  GNU R package for (non-)linear mixed effects models

• rec: r-cran-optimx [not ia64]

  GNU R expanded replacement and extension of the 'optim' function

• rec: r-cran-posterior [not ia64]

  GNU R tools for working with posterior distributions

• rec: r-cran-rlang [not ia64]

  Functions for Base Types and Core R and 'Tidyverse' Features

• rec: r-cran-rmarkdown [not ia64]

  convert R markdown documents into a variety of formats

• rec: r-cran-rstanarm [not ia64, m68k, sh4]

  GNU R bayesian applied regression modeling via stan

• rec: r-cran-testthat

  GNU R testsuite

• rec: r-cran-ucminf [not ia64]

  GNU R general-purpose unconstrained non-linear optimization

• rec: r-cran-vdiffr [not ia64]

  GNU R visual regression testing and graphical diffing

• sug: r-cran-bayesplot (>= 1.5.0)

  GNU R plotting for bayesian models

• sug: r-cran-brms

  GNU R Bayesian regression models using 'Stan'

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

Download r-cran-projpred

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
alpha (unofficial port)	2.8.0+dfsg-1	959.2 kB	1,315.0 kB	[list of files]
amd64	2.8.0+dfsg-1	963.1 kB	1,294.0 kB	[list of files]
arm64	2.8.0+dfsg-1+b1	971.0 kB	1,328.0 kB	[list of files]
armel	2.8.0+dfsg-1	957.1 kB	1,277.0 kB	[list of files]
armhf	2.8.0+dfsg-1	955.9 kB	1,233.0 kB	[list of files]
hppa (unofficial port)	2.8.0+dfsg-1	962.3 kB	1,296.0 kB	[list of files]
i386	2.8.0+dfsg-1	968.9 kB	1,305.0 kB	[list of files]
ia64 (unofficial port)	1.1.6-1+b1	368.2 kB	744.0 kB	[list of files]
m68k (unofficial port)	2.8.0+dfsg-1	958.7 kB	1,274.0 kB	[list of files]
mips64el	2.8.0+dfsg-1	956.4 kB	1,322.0 kB	[list of files]
ppc64 (unofficial port)	2.8.0+dfsg-1	963.8 kB	1,382.0 kB	[list of files]
ppc64el	2.8.0+dfsg-1	962.9 kB	1,314.0 kB	[list of files]
riscv64	2.8.0+dfsg-1	963.0 kB	1,258.0 kB	[list of files]
s390x	2.8.0+dfsg-1	963.5 kB	1,298.0 kB	[list of files]
sh4 (unofficial port)	2.8.0+dfsg-1	975.7 kB	1,313.0 kB	[list of files]
sparc64 (unofficial port)	2.8.0+dfsg-1	952.3 kB	2,152.0 kB	[list of files]
x32 (unofficial port)	2.8.0+dfsg-1	962.8 kB	1,282.0 kB	[list of files]