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[ 原始碼: r-cran-performance  ]

套件: 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.

其他與 r-cran-performance 有關的套件

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  • dep: r-api-3.5
    本虛擬套件由這些套件提供: 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)
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  • sug: r-cran-aer
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    GNU R Bayesian regression models using 'Stan'
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  • sug: r-cran-glmmtmb
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  • 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
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  • sug: r-cran-parameters (>= 0.5.0)
    GNU R processing of model parameters
  • sug: r-cran-pscl
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  • sug: r-cran-psych
    GNU R procedures for psychological, psychometric, and personality research
  • sug: r-cran-randomforest
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  • 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
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  • sug: r-cran-vgam
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