Package: r-cran-performance (0.6.1-1)

[ Source: r-cran-performance  ]

GNU R assessment of regression models performance

Utilities for computing measures to assess model quality, which are not directly provided by R's 'base' or 'stats' packages. These include e.g. measures like r-squared, intraclass correlation coefficient (Nakagawa, Johnson & Schielzeth (2017) <doi:10.1098/rsif.2017.0213>), root mean squared error or functions to check models for overdispersion, singularity or zero-inflation and more. Functions apply to a large variety of regression models, including generalized linear models, mixed effects models and Bayesian models.

Other Packages Related to r-cran-performance

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.0.3-1)

  GNU R core of statistical computation and graphics system

• dep: r-cran-bayestestr (>= 0.7.5)

  GNU R understand and describe Bayesian models and posterior distributions

• dep: r-cran-insight (>= 0.11.0)

  GNU R easy access to model information for various model objects

• rec: r-cran-aer

  Applied Econometrics with R

• rec: r-cran-bayesfactor

  GNU R Bayes factors for t-tests, ANOVAs and contingency tables

• rec: r-cran-glmmtmb

  Generalized Linear Mixed Models using Template Model Builder

• rec: r-cran-lme4

  GNU R package for linear mixed effects model fitting

• rec: r-cran-mass

  GNU R package of Venables and Ripley's MASS

• rec: r-cran-metafor

  Meta-Analysis Package for R

• rec: r-cran-ordinal

  GNU R regression models for ordinal data

• rec: r-cran-pscl

  GNU R package for discrete data models

• rec: r-cran-rstantools

  tools for developing GNU R packages interfacing with 'Stan'

• rec: r-cran-testthat

  GNU R testsuite

• sug: r-cran-brms

  GNU R Bayesian regression models using 'Stan'

• sug: r-cran-car

  GNU R Companion to Applied Regression by John Fox

• sug: r-cran-covr

  test coverage for GNU R packages

• sug: r-cran-forecast

  GNU R forecasting functions for time series and linear models

• sug: r-cran-ggplot2

  implementation of the Grammar of Graphics

• sug: r-cran-gridextra

  GNU R package with extensions for the grid package

• sug: r-cran-lavaan

  GNU R package for latent variable analysis -- lavaan

• sug: r-cran-loo

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

• sug: r-cran-matrix

  GNU R package of classes for dense and sparse matrices

• sug: r-cran-nlme

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

• sug: r-cran-parameters

  GNU R processing of model parameters

• sug: r-cran-psych

  GNU R procedures for psychological, psychometric, and personality research

• sug: r-cran-randomforest

  GNU R package implementing the random forest classificator

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• sug: r-cran-rstanarm

  GNU R bayesian applied regression modeling via stan

• sug: r-cran-survey

  GNU R analysis of complex survey samples

• sug: r-cran-survival

  GNU R package for survival analysis

• sug: r-cran-vgam

  GNU R package for estimating vector generalized additive models

Download r-cran-performance

Download for all available architectures

Architecture	Package Size	Installed Size	Files
all	1,687.0 kB	2,104.0 kB	[list of files]