Linear Ridge Regression with Ridge Penalty and Ridge Statistics


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Documentation for package ‘lmridge’ version 1.2.2

Help Pages

lmridge-package Linear Ridge Regression
bias.plot Bias Variance and MSE Trade-off Plot
coef.lmridge Linear Ridge Regression
cv.plot Ridge CV and GCV Plot
fitted.lmridge Linear Ridge Regression
Hald Portland Cement benchmark of Hald(1952)
hatr Ridge Regression: Hat Matrix
hatr.lmridge Ridge Regression: Hat Matrix
info.plot Model Selection Criteria Plots
infocr Model Selection Criteria for Ridge Regression
infocr.lmridge Model Selection Criteria for Ridge Regression
isrm.plot ISRM and m-scale Plot
kest Computation of Ridge Biasing Parameter K
kest.lmridge Computation of Ridge Biasing Parameter K
lmridge Linear Ridge Regression
lmridge.default Linear Ridge Regression
lmridgeEst Linear Ridge Regression
plot VIF and Ridge Trace Plot
plot.lmridge VIF and Ridge Trace Plot
predict Predict method for Linear Ridge Model Fits
predict.lmridge Predict method for Linear Ridge Model Fits
press Predicted Residual Sum of Squares
press.lmridge Predicted Residual Sum of Squares
print.klmridge Computation of Ridge Biasing Parameter K
print.lmridge Linear Ridge Regression
print.rstats1 Ordinary Ridge Regression Statistics 1
print.rstats2 Ordinary Ridge Regression Statistics 2
print.summary.lmridge Summarizing Linear Ridge Regression Fits
residuals Ridge Regression Residuals
residuals.lmridge Ridge Regression Residuals
rplots.plot Miscellaneous Ridge Plots
rstats1 Ordinary Ridge Regression Statistics 1
rstats1.lmridge Ordinary Ridge Regression Statistics 1
rstats2 Ordinary Ridge Regression Statistics 2
rstats2.lmridge Ordinary Ridge Regression Statistics 2
summary.lmridge Summarizing Linear Ridge Regression Fits
vcov Variance-Covariance Matrix for Fitted Ridge Model
vcov.lmridge Variance-Covariance Matrix for Fitted Ridge Model
vif Variance Inflation Fator for Linear Ridge Regression
vif.lmridge Variance Inflation Fator for Linear Ridge Regression