Package: wnpp
Severity: wishlist
X-Debbugs-Cc: debian-r@lists.debian.org, crusoe@debian.org
Subject: ITP: r-cran-dharma -- Residual Diagnostics for Hierarchical (Multi-Level / Mixed)
Package: wnpp
Owner: Michael R. Crusoe <crusoe@debian.org>
Severity: wishlist
* Package name : r-cran-dharma
Version : 0.4.7
Upstream Author : Copyright: FIXME-2024 Florian Hartig,
* URL : https://cran.r-project.org/package=DHARMa
* License : GPL-3+
Programming Lang: GNU R
Description : 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.
Remark: This package is maintained by Debian R Packages Maintainers at
https://salsa.debian.org/r-pkg-team/r-cran-dharma
This package is test-dependency of r-cran-performance
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