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Balík: r-cran-performance (0.4.4-1)

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.

Ostatné balíky súvisiace s balíkom r-cran-performance

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  • dep: r-api-3.5
    virtuálny balík poskytovaný balíkom r-base-core
  • dep: r-base-core (>= 3.6.2-2build1)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-bayestestr (>= 0.5.0)
    GNU R understand and describe Bayesian models and posterior distributions
  • dep: r-cran-insight (>= 0.8.1)
    GNU R easy access to model information for various model objects
  • sug: r-cran-aer
    Applied Econometrics with R
  • sug: r-cran-brms
    GNU R Bayesian regression models using 'Stan'
  • sug: r-cran-covr
    test coverage for GNU R packages
  • sug: r-cran-glmmtmb
    Generalized Linear Mixed Models using Template Model Builder
  • sug: r-cran-lavaan
    GNU R package for latent variable analysis -- lavaan
  • sug: r-cran-lme4
    GNU R package for linear mixed effects model fitting
  • sug: r-cran-loo
    GNU R leave-one-out cross-validation and WAIC for Bayesian models
  • sug: r-cran-mass
    GNU R package of Venables and Ripley's MASS
  • 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-ordinal
    GNU R regression models for ordinal data
  • sug: r-cran-parameters (>= 0.5.0)
    GNU R processing of model parameters
  • sug: r-cran-pscl
    GNU R package for discrete data models
  • 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-rstantools
    tools for developing GNU R packages interfacing with 'Stan'
  • sug: r-cran-survival
    GNU R package for survival analysis
  • sug: r-cran-vgam
    GNU R package for estimating vector generalized additive models

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