Package: VisCollin 0.1.4
VisCollin: Visualizing Collinearity Diagnostics
Provides methods to calculate diagnostics for multicollinearity among predictors in a linear or generalized linear model. It also provides methods to visualize those diagnostics following Friendly & Kwan (2009), "Where’s Waldo: Visualizing Collinearity Diagnostics", <doi:10.1198/tast.2009.0012>. These include better tabular presentation of collinearity diagnostics that highlight the important numbers, a semi-graphic tableplot of the diagnostics to make warning and danger levels more salient, and a "collinearity biplot" of the smallest dimensions of predictor space, where collinearity is most apparent.
Authors:
VisCollin_0.1.4.tar.gz
VisCollin_0.1.4.zip(r-4.7)VisCollin_0.1.4.zip(r-4.6)VisCollin_0.1.4.zip(r-4.5)
VisCollin_0.1.4.tgz(r-4.6-any)VisCollin_0.1.4.tgz(r-4.5-any)
VisCollin_0.1.4.tar.gz(r-4.7-any)VisCollin_0.1.4.tar.gz(r-4.6-any)
VisCollin_0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
VisCollin/json (API)
NEWS
| # Install 'VisCollin' in R: |
| install.packages('VisCollin', repos = c('https://friendly.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/friendly/viscollin/issues
Pkgdown/docs site:https://friendly.github.io
- biomass - Biomass Production in the Cape Fear Estuary
- cars - Cars Data
- consumption - Consumption Function Dataset
biplotscollinearity-diagnosticsgraphicsregression-models
Last updated from:6ca6dc5f1b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 132 | ||
| source / vignettes | OK | 201 | ||
| linux-release-x86_64 | OK | 137 | ||
| macos-release-arm64 | OK | 116 | ||
| macos-oldrel-arm64 | OK | 111 | ||
| windows-devel | OK | 86 | ||
| windows-release | OK | 70 | ||
| windows-oldrel | OK | 89 | ||
| wasm-release | OK | 108 |
Exports:cellgramcolldiagmake.patternstableplot
Dependencies:tinytable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Biomass Production in the Cape Fear Estuary | biomass |
| Cars Data | cars |
| Draw one cell in a tableplot | cellgram |
| Collinearity Diagnostics | colldiag print.colldiag |
| Consumption Function Dataset | consumption |
| Construct collection of pattern specifications for tableplot | make.patterns |
| Tableplot: A Semi-graphic Display of a Table | tableplot tableplot.default |
| Tableplot for Collinearity Diagnostics | tableplot.colldiag tableplot.colldig tableplot.glm tableplot.lm |
| 'tinytable' Output Method for "colldiag" Objects | tt.colldiag |
