Package: glmxdiag 1.0.0
glmxdiag: A Collection of Graphic Tools for GLM Diagnostics and some Extensions
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) <doi:10.2307/2347617>, Dunn and Smyth (1996) <doi:10.2307/1390802>, O'Hara Hines and Carter (1993) <doi:10.2307/2347405>, Wang (1985) <doi:10.2307/1269708>.
Authors:
glmxdiag_1.0.0.tar.gz
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glmxdiag_1.0.0.tgz(r-4.5-any)glmxdiag_1.0.0.tgz(r-4.4-any)glmxdiag_1.0.0.tgz(r-4.3-any)
glmxdiag_1.0.0.tar.gz(r-4.5-noble)glmxdiag_1.0.0.tar.gz(r-4.4-noble)
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glmxdiag.pdf |glmxdiag.html✨
glmxdiag/json (API)
| # Install 'glmxdiag' in R: |
| install.packages('glmxdiag', repos = c('https://reealpeppe.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:7f27397c6b. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 13 2025 |
| R-4.5-win | OK | Mar 13 2025 |
| R-4.5-mac | OK | Mar 13 2025 |
| R-4.5-linux | OK | Mar 13 2025 |
| R-4.4-win | OK | Mar 13 2025 |
| R-4.4-mac | OK | Mar 13 2025 |
| R-4.4-linux | OK | Mar 13 2025 |
| R-4.3-win | OK | Mar 13 2025 |
| R-4.3-mac | OK | Mar 13 2025 |
Exports:avplotcookDistdevAnalysisDFbetafunCompinfluenceDiagleveragelinkLinQresidualsvarCheckvariableOut
Dependencies:VGAM
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Added Variable Plot | avplot |
| Visualize Cook's distances | cookDist |
| Graphical analysis of Deviance | devAnalysis |
| Visualize DFbetas | DFbeta |
| Diabetes | diabetes |
| Compatibility of functions | funComp |
| Influence Diagnostic Measures | influenceDiag |
| Visualize Leverages | leverage |
| Checking linearity of link function | linkLin |
| Moons of the 13 planets of the Solar System | moons |
| Graphical normality testing for quantile residuals | Qresiduals |
| Stopping | stopping |
| Checking adequacy of variance function | varCheck |
| Excluding a variable from the model | variableOut |
