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glmxdiag
View on CRAN: Click
here
Download and install glmxdiag package within the R console
Install from CRAN:
install.packages("glmxdiag")
Install from Github:
library("remotes")
install_github("cran/glmxdiag") Install by package version:
library("remotes")
install_version("glmxdiag", "1.0.0") Attach the package and use:
library("glmxdiag")
Maintained by
Giuseppe Reale
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-10
Latest Update: 2022-01-10
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) .
How to cite:
Giuseppe Reale (2022). glmxdiag: A Collection of Graphic Tools for GLM Diagnostics and some Extensions. R package version 1.0.0, https://cran.r-project.org/web/packages/glmxdiag. Accessed 11 Jun. 2026.
Previous versions and publish date:
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Complete documentation for glmxdiag
Functions, R codes and Examples using
the glmxdiag R package
Some associated functions: DFbeta . Qresiduals . avplot . cookDist . devAnalysis . diabetes . funComp . influenceDiag . leverage . linkLin . moons . stopping . varCheck . variableOut .
Some associated R codes: DFbeta.R . DFbeta_plot.R . Qresiduals.R . Qresiduals.betareg.R . Qresiduals.glm.R . Qresiduals.negbin.R . Qresiduals.vglm.R . VectDev.R . avplot.R . avplot_fun.R . avplot_fun.betareg.R . avplot_fun.glm.R . avplot_fun.vglm.R . cookDist.R . createMat.R . devAnalysis.R . devAnalysis.betareg.R . devAnalysis.glm.R . devAnalysis.vglm.R . funComp.R . getMaxIndex.R . influenceDiag.R . influenceDiag.betareg.R . influenceDiag.glm.R . influenceDiag.vglm.R . leverage.R . linkLin.R . linkLin.betareg.R . linkLin.glm.R . linkLin.vglm.R . linkLin_plot.R . qres_plot.R . qresid_beta.R . qresid_betabin.R . qresid_binom.R . qresid_gamma.R . qresid_gaussian.R . qresid_invgauss.R . qresid_nbinom.R . qresid_pois.R . varCheck.R . varCheck.betareg.R . varCheck.glm.R . varCheck.vglm.R . variableOut.R . Full glmxdiag package functions and examples
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