genridge: Generalized Ridge Trace Plots for Ridge Regression
The genridge package introduces generalizations of the standard univariate ridge trace plot used in ridge regression and related methods. These graphical methods show both bias (actually, shrinkage) and precision, by plotting the covariance ellipsoids of the estimated coefficients, rather than just the estimates themselves. 2D and 3D plotting methods are provided, both in the space of the predictor variables and in the transformed space of the PCA/SVD of the predictors.
| Version: | 0.7.0 |
| Depends: | R (≥ 2.11.1), car |
| Imports: | rgl |
| Suggests: | MASS, bestglm, vcdExtra |
| Published: | 2023-08-08 |
| DOI: | 10.32614/CRAN.package.genridge |
| Author: | Michael Friendly |
| Maintainer: | Michael Friendly <friendly at yorku.ca> |
| BugReports: | https://github.com/friendly/genridge/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://friendly.github.io/genridge/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | NEWS |
| CRAN checks: | genridge results |
Documentation:
| Reference manual: | genridge.pdf |
Downloads:
| Package source: | genridge_0.7.0.tar.gz |
| Windows binaries: | r-devel: genridge_0.7.0.zip, r-release: genridge_0.7.0.zip, r-oldrel: genridge_0.7.0.zip |
| macOS binaries: | r-release (arm64): genridge_0.7.0.tgz, r-oldrel (arm64): genridge_0.7.0.tgz, r-release (x86_64): genridge_0.7.0.tgz, r-oldrel (x86_64): genridge_0.7.0.tgz |
| Old sources: | genridge archive |
Linking:
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