Paket: r-cran-brms (2.14.4-1)

[ Quellcode: r-cran-brms  ]

GNU R Bayesian regression models using 'Stan'

Fit Bayesian generalized (non-)linear multivariate multilevel models using 'Stan' for full Bayesian inference. A wide range of distributions and link functions are supported, allowing users to fit -- among others

 -- linear, robust linear, count data, survival, response times, ordinal,

zero-inflated, hurdle, and even self-defined mixture models all in a multilevel context. Further modeling options include non-linear and smooth terms, auto-correlation structures, censored data, meta-analytic standard errors, and quite a few more. In addition, all parameters of the response distribution can be predicted in order to perform distributional regression. Prior specifications are flexible and explicitly encourage users to apply prior distributions that actually reflect their beliefs. Model fit can easily be assessed and compared with posterior predictive checks and leave-one-out cross-validation.

Andere Pakete mit Bezug zu r-cran-brms

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-base-core (>= 4.0.3-1)

  GNU R - System für statistische Berechnungen und Grafik - Kern

• dep: r-cran-abind

  GNU R: multidimensionale Array-Kombinationsfunktion abind

• dep: r-cran-backports

  reimplementation of functions introduced since R-3.0.0

• dep: r-cran-bayesplot (>= 1.5.0)

  GNU R plotting for bayesian models

• dep: r-cran-bridgesampling (>= 0.3-0)

  GNU R bridge sampling for marginal likelihoods and Bayes factors

• dep: r-cran-coda

  Ausgabeanalyse und -diagnostiken für MCMC-Simulationen in R

• dep: r-cran-future

  R package: A Future API for R

• dep: r-cran-ggplot2 (>= 2.0.0)

  Implementierung der »Grammar of Graphics«

• dep: r-cran-glue (>= 1.3.0)

  GNU R interpreted string literals

• dep: r-cran-loo (>= 2.3.1)

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

• dep: r-cran-matrix (>= 1.1.1)

  GNU R - Paket von Klassen für dicht und dünn besetzte Matrizen

• dep: r-cran-matrixstats

  GNU R methods that apply to rows and columns of a matrix

• dep: r-cran-mgcv (>= 1.8-13)

  »GNU R«-Paket für Multiple-Glättungsparameter-Schätzung

• dep: r-cran-nleqslv

  GNU R package for solving systems of nonlinear equations

• dep: r-cran-nlme

  GNU-R-Paket für (nicht-)lineare gemischte Modelle

• dep: r-cran-projpred (>= 2.0.0)

  GNU R projection predictive feature selection

• dep: r-cran-rcpp (>= 0.12.0)

  GNU-R-Paket für die nahtlose Verflechtung von R und C++

• dep: r-cran-rstan (>= 2.19.2)

  GNU R interface to Stan

• dep: r-cran-rstantools (>= 2.1.1)

  tools for developing GNU R packages interfacing with 'Stan'

• dep: r-cran-shinystan (>= 2.4.0)

  GNU R interactive diagnostics and analysis for Bayesian models

• rec: r-cran-emmeans (>= 1.4.2)

  GNU R estimated marginal means, aka least-squares means

• rec: r-cran-mnormt

  GNU R package providing multivariate normal and t distribution

• rec: r-cran-rtdists

  GNU R response time distributions

• rec: r-cran-rwiener

  GNU R Wiener process distribution functions

• rec: r-cran-spdep

  GNU R spatial dependence: weighting schemes, statistics and models

• rec: r-cran-splines2

  GNU R regression spline functions and classes

• rec: r-cran-testthat (>= 0.9.1)

  GNU R testsuite

• sug: r-cran-ape

  GNU R package for Analyses of Phylogenetics and Evolution

• sug: r-cran-arm

  Data Analysis Using Regression and Multilevel/Hierarchical Models

• sug: r-cran-digest

  GNU-R-Paket für »hash digests« von R-Datenstrukturen

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-lme4

  GNU-R-Paket zur Anpassung linearer Mixed-Effects-Modelle

• sug: r-cran-mice

  GNU R multivariate imputation by chained equations

• sug: r-cran-rmarkdown

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

• sug: r-cran-statmod

  GNU R package providing algorithms and functions for statistical modeling

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