Paket: r-cran-dharma (0.4.7-1)

[ Quellcode: r-cran-dharma  ]

Residual Diagnostics for Hierarchical (Multi-Level / Mixed)

      Regression Models The 'DHARMa' package uses a simulation-based
      approach to create readily interpretable scaled (quantile)
      residuals for fitted (generalized) linear mixed models. Currently
      supported are linear and generalized linear (mixed) models from
      'lme4' (classes 'lmerMod', 'glmerMod'), 'glmmTMB', 'GLMMadaptive',
      and 'spaMM'; phylogenetic linear models from 'phylolm' (classes
      'phylolm' and 'phyloglm'); generalized additive models ('gam' from
      'mgcv'); 'glm' (including 'negbin' from 'MASS', but excluding quasi-
      distributions) and 'lm' model classes. Moreover, externally
      created simulations, e.g. posterior predictive simulations from
      Bayesian software such as 'JAGS', 'STAN', or 'BUGS' can be
      processed as well. The resulting residuals are standardized to
      values between 0 and 1 and can be interpreted as intuitively as
      residuals from a linear regression. The package also provides a
      number of plot and test functions for typical model
      misspecification problems, such as over/underdispersion, zero-
      inflation, and residual spatial, phylogenetic and temporal
      autocorrelation.

Andere Pakete mit Bezug zu r-cran-dharma

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-cran-ape

  GNU R package for Analyses of Phylogenetics and Evolution

• dep: r-cran-gap

  Genetic Analysis Package

• dep: r-cran-lme4

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

• dep: r-cran-lmtest

  GNU R package for diagnostic checking in linear models

• dep: r-cran-matrix

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

• dep: r-cran-qgam (>= 1.3.2)

  Smooth Additive Quantile Regression Models

• rec: r-cran-testthat (>= 3.0.0)

  GNU R testsuite

• sug: r-cran-glmmtmb (>= 1.1.2.3)

  Generalized Linear Mixed Models using Template Model Builder

• sug: r-cran-kernsmooth

  GNU-R-Paket für Kernel-Regression und Dichteschätzung

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-mass

  GNU-R-Paket für MASS von Venables und Ripley

• sug: r-cran-mgcv

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

• sug: r-cran-rmarkdown

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

• sug: r-cran-sfsmisc

  GNU R utilities from 'Seminar fuer Statistik' ETH Zurich

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