Pakket: r-cran-projpred (2.3.0+dfsg-1)

[ Bron: 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.

Andere aan r-cran-projpred gerelateerde pakketten

• dep: libblas3

  Basic Linear Algebra Reference implementations, shared library

  of libblas.so.3

  virtueel pakket geboden door libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.29)

  GNU C Bibliotheek: Gedeelde bibliotheken
  Ook een virtueel pakket geboden door: libc6-udeb

• dep: libgcc-s1 (>= 3.0)

  GCC support bibliotheek

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  of liblapack.so.3

  virtueel pakket geboden door libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 9)

  GNU Standard C++ Library v3

• dep: r-api-4.0

  virtueel pakket geboden door r-base-core

• dep: r-base-core (>= 4.2.2.20221110-1)

  GNU R core of statistical computation and graphics system

• dep: r-cran-dplyr

  GNU R grammar of data manipulation

• dep: r-cran-gamm4

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

• dep: r-cran-ggplot2

  implementation of the Grammar of Graphics

• dep: r-cran-lme4

  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-magrittr

  GNU R forward-pipe operator

• dep: r-cran-mass

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• dep: r-cran-mgcv

  GNU R package for multiple parameter smoothing estimation

• dep: r-cran-mvtnorm

  GNU R package to compute multivariate Normal and T distributions

• dep: r-cran-rcpp

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• dep: r-cran-rcpparmadillo

  GNU R package for Armadillo C++ linear algebra library

• dep: r-cran-rlang

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

• dep: r-cran-rstantools (>= 2.0.0)

  tools for developing GNU R packages interfacing with 'Stan'

• rec: r-cran-bayesplot (>= 1.5.0)

  GNU R plotting for bayesian models

• rec: r-cran-brms

  GNU R Bayesian regression models using 'Stan'

• rec: r-cran-doparallel

  GNU R foreach parallel adaptor for the parallel package

• rec: r-cran-foreach

  GNU R foreach looping support

• rec: r-cran-future

  R package: A Future API for R

• rec: r-cran-glmnet

  Lasso and Elastic-Net Regularized Generalized Linear Models

• rec: r-cran-iterators

  GNU R iterator support for vectors, lists and other containers

• rec: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-optimx

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

• rec: r-cran-posterior

  GNU R tools for working with posterior distributions

• rec: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• rec: r-cran-rstanarm (>= 2.21.3-2~)

  GNU R bayesian applied regression modeling via stan

• rec: r-cran-testthat

  GNU R testsuite

• sug: r-cran-nlme

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

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