lmridge: Linear Ridge Regression with Ridge Penalty and Ridge Statistics

Linear ridge regression coefficient's estimation and testing with different ridge related measures such as MSE, R-squared etc.

Author
Muhammad Imdadullah, Dr. Muhammad Aslam
Date of publication
2016-11-22 09:07:05
Maintainer
Muhammad Imdadullah <mimdadasad@gmail.com>
License
GPL (>= 2.0)
Version
1.0

View on CRAN

Man pages

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

Files in this package

lmridge
lmridge/NAMESPACE
lmridge/data
lmridge/data/Hald.rda
lmridge/R
lmridge/R/resid.R
lmridge/R/press.R
lmridge/R/rfitted.R
lmridge/R/rstats1.R
lmridge/R/info.plot.R
lmridge/R/infocr.R
lmridge/R/kest.R
lmridge/R/vcov.R
lmridge/R/print.summary.lmridge.R
lmridge/R/print.klmridge.R
lmridge/R/lmridgeEst.R
lmridge/R/predict.R
lmridge/R/summary.lmridge.R
lmridge/R/hatr.R
lmridge/R/bias.plot.R
lmridge/R/vif.R
lmridge/R/plot.lmridge.R
lmridge/R/rstats2.R
lmridge/R/cv.plot.R
lmridge/R/lmridge.R
lmridge/R/rplots.R
lmridge/R/coef.lmridge.R
lmridge/R/isrm.plot.R
lmridge/R/print.lmridge.R
lmridge/MD5
lmridge/DESCRIPTION
lmridge/man
lmridge/man/press.lmridge.Rd
lmridge/man/bias.plot.Rd
lmridge/man/lmridge.Rd
lmridge/man/vif.Rd
lmridge/man/rstats2.Rd
lmridge/man/rstats1.Rd
lmridge/man/cv.plot.Rd
lmridge/man/info.plot.Rd
lmridge/man/infocr.Rd
lmridge/man/lmridge-package.Rd
lmridge/man/kest.Rd
lmridge/man/residuals.lmridge.Rd
lmridge/man/hatr.Rd
lmridge/man/Hald.Rd
lmridge/man/plot.lmridge.Rd
lmridge/man/vcov.Rd
lmridge/man/predict.lmridge.Rd
lmridge/man/rplots.plot.Rd
lmridge/man/isrm.plot.Rd
lmridge/man/summary.lmridge.Rd