Balík: r-cran-dharma (0.4.7-2)

[ Zdroj: 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.

Ostatné balíky súvisiace s balíkom r-cran-dharma

• dep: r-api-4.0

  virtuálny balík poskytovaný balíkom 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 - balík na hľadanie modelov lineárnych zmiešaných účinkov

• dep: r-cran-lmtest

  balík GNU R na diagnostickú kontrolu v lineárnych modeloch

• dep: r-cran-matrix

  balík tried GNU R pre husté a riedke matice

• dep: r-cran-qgam (>= 1.3.2)

  Smooth Additive Quantile Regression Models

• rec: r-cran-kernsmooth

  balík GNU R na vyhladzovanie jadier a odhad hustoty

• rec: r-cran-knitr

  balík GNU R na dynamickú tvorbu zostáv pomocou Literate Programming

• rec: r-cran-mass

  balík MASS pre GNU R od Venable a Ripley

• rec: r-cran-mgcv

  balík GNU R na odhad viacerých parametrov vyhladzovania

• rec: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• rec: r-cran-sfsmisc

  GNU R utilities from 'Seminar fuer Statistik' ETH Zurich

• 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

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