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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' and 'spaMM', 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 and temporal autocorrelation.

copied from cf-post-staging / r-dharma
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conda 3.6 MB | noarch/r-dharma-0.4.6-r44hc72bb7e_3.conda  1 year and 1 month ago 964 main
conda 3.6 MB | noarch/r-dharma-0.4.6-r43hc72bb7e_3.conda  1 year and 1 month ago 1018 main
conda 3.6 MB | noarch/r-dharma-0.4.6-r42hc72bb7e_2.conda  2 years and 3 months ago 2505 main
conda 3.6 MB | noarch/r-dharma-0.4.6-r43hc72bb7e_2.conda  2 years and 3 months ago 1855 main
conda 3.8 MB | noarch/r-dharma-0.4.6-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1821 main
conda 3.9 MB | noarch/r-dharma-0.4.6-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 1814 main
conda 3.9 MB | noarch/r-dharma-0.4.6-r41hc72bb7e_0.tar.bz2  3 years and 22 days ago 1894 main
conda 3.8 MB | noarch/r-dharma-0.4.6-r40hc72bb7e_0.tar.bz2  3 years and 22 days ago 1913 main

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