Package: r-cran-brms (2.18.0-1)

[ Source: 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.

Other Packages Related to r-cran-brms

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.2.1-2)

  nocciolo del sistema per calcoli e grafici statistici GNU R

• dep: r-cran-abind

  funzione abind di GNU R per combinazione di array multi-dimensionali

• dep: r-cran-backports

  reimplementazione di funzioni introdotte a partire da R-3.0.0

• dep: r-cran-bayesplot (>= 1.5.0)

  disegno per GNU R di modelli bayesiani

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

  GNU R bridge sampling for marginal likelihoods and Bayes factors

• dep: r-cran-coda

  diagnostica e analisi di output per simulazioni MCMC in R

• dep: r-cran-future (>= 1.19.0)

  R package: A Future API for R

• dep: r-cran-ggplot2 (>= 2.0.0)

  implementazione di 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)

  pacchetto GNU R di classi per matrici dense e sparse

• dep: r-cran-matrixstats

  metodi GNU R che si applicano a righe e colonne di una matrice

• dep: r-cran-mgcv (>= 1.8-13)

  pacchetto GNU R per il calcolo di molteplici parametri di smoothing

• dep: r-cran-nleqslv

  GNU R package for solving systems of nonlinear equations

• dep: r-cran-nlme

  pacchetto GNU R per modelli a effetti misti (non) lineari

• dep: r-cran-posterior (>= 1.0.0)

  strumenti GNU R per lavorare con distribuzioni a posteriori

• dep: r-cran-rcpp (>= 0.12.0)

  pacchetto GNU R per integrazione perfetta tra R e 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-ape

  pacchetto GNU R per analisi su filogenesi ed evoluzione

• rec: r-cran-arm

  analisi di dati usando modelli di regressione e multilivello/gerarchici

• rec: r-cran-diffobj

  diff per oggetti GNU R

• rec: r-cran-digest

  pacchetto GNU R per "hash digest" di strutture dati di R

• rec: r-cran-emmeans (>= 1.4.2)

  medie marginali stimate per GNU R, alias medie ai minimi quadrati

• rec: r-cran-extradistr

  additional univariate and multivariate distributions for GNU R

• rec: r-cran-gtable

  disposizione di grob in tabelle

• rec: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-lme4

  pacchetto GNU R per fit di modelli lineari ad effetti misti

• rec: r-cran-mice

  GNU R multivariate imputation by chained equations

• rec: r-cran-mnormt

  pacchetto GNU R che fornisce distribuzioni normali e t multivariate

• rec: r-cran-processx

  GNU R execute and control system processes

• rec: r-cran-projpred (>= 2.0.0)

  GNU R projection predictive feature selection

• rec: r-cran-r.rsp

  Dynamic Generation of Scientific Reports

• rec: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• rec: r-cran-rtdists

  GNU R response time distributions

• rec: r-cran-rwiener

  GNU R Wiener process distribution functions

• rec: r-cran-shiny

  infrastruttura per applicazioni web per GNU R

• 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-statmod

  pacchetto GNU R che fornisce algoritmi e funzioni per modellazione statistica

• rec: r-cran-testthat (>= 0.9.1)

  suite di test di GNU R

Download r-cran-brms

Download for all available architectures

Architecture	Package Size	Installed Size	Files
all	5,836.3 kB	7,849.0 kB	[list of files]