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genridge (version 0.6.7)

Generalized Ridge Trace Plots for Ridge Regression

Description

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.

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Version

Install

install.packages('genridge')

Monthly Downloads

440

Version

0.6.7

License

GPL (>= 2)

Maintainer

Michael Friendly

Last Published

January 29th, 2020

Functions in genridge (0.6.7)

Acetylene

Acetylene Data
genridge-internal

Internal genridge objects
prostate

Prostate Cancer Data
contourf

Enhanced Contour Plots
Manpower

Hospital manpower data
genridge-package

Generalized ridge trace plots for ridge regression
ridge

Ridge Regression Estimates
pairs.ridge

Scatterplot Matrix of Bivariate Ridge Trace Plots
pca.ridge

Transform Ridge Estimates to PCA Space
biplot.pcaridge

Biplot of Ridge Regression Trace Plot in SVD Space
plot3d.ridge

3D Ridge Trace Plots
vif.ridge

Variance Inflation Factors for Ridge Regression
plot.ridge

Bivariate Ridge Trace Plots
precision

Measures of Precision and Shrinkage for Ridge Regression
trans.colors

Make Colors Transparent
traceplot

Univariate ridge trace plots
Detroit

Detroit Homicide Data for 1961-1973