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glmxdiag (version 1.0.0)

A Collection of Graphic Tools for GLM Diagnostics and some Extensions

Description

Provides diagnostic graphic tools for GLMs, beta-binomial regression model (estimated by 'VGAM' package), beta regression model (estimated by 'betareg' package) and negative binomial regression model (estimated by 'MASS' package). Since most of functions implemented in 'glmxdiag' already exist in other packages, the aim is to provide the user unique functions that work on almost all regression models previously specified. Details about some of the implemented functions can be found in Brown (1992) , Dunn and Smyth (1996) , O'Hara Hines and Carter (1993) , Wang (1985) .

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Version

Install

install.packages('glmxdiag')

Monthly Downloads

151

Version

1.0.0

License

GPL (>= 2)

Maintainer

Giuseppe Reale

Last Published

January 10th, 2022

Functions in glmxdiag (1.0.0)

influenceDiag

Influence Diagnostic Measures
avplot

Added Variable Plot
DFbeta

Visualize DFbetas
funComp

Compatibility of functions
devAnalysis

Graphical analysis of Deviance
diabetes

Diabetes
leverage

Visualize Leverages
stopping

Stopping
moons

Moons of the 13 planets of the Solar System
linkLin

Checking linearity of link function
varCheck

Checking adequacy of variance function
variableOut

Excluding a variable from the model
Qresiduals

Graphical normality testing for quantile residuals
cookDist

Visualize Cook's distances