lmridge: Linear Ridge Regression with Ridge Penalty and Ridge Statistics
Version 1.0

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

AuthorMuhammad Imdadullah, Dr. Muhammad Aslam
Date of publication2016-11-22 09:07:05
MaintainerMuhammad Imdadullah <mimdadasad@gmail.com>
LicenseGPL (>= 2.0)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("lmridge")

Getting started

Package overview

Popular man pages

cv.plot: Ridge CV and GCV Plot
Hald: Portland Cement benchmark of Hald(1952)
lmridge-package: Linear Ridge Regression
plot.lmridge: VIF and Ridge Trace Plot
residuals.lmridge: Ridge Regression Residuals
summary.lmridge: Summarizing Linear Ridge Regression Fits
vif: Variance Inflation Fator for Linear Ridge Regression
See all...

All man pages Function index File listing

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

Functions

Hald Man page
bias.plot Man page Source code
coef.lmridge Man page Source code
cv.plot Man page Source code
fitted.lmridge Man page Source code
hatr Man page Source code
hatr.lmridge Man page Source code
info.plot Man page Source code
infocr Man page Source code
infocr.lmridge Man page Source code
isrm.plot Man page Source code
kest Man page Source code
kest.lmridge Man page Source code
lmridge Man page Source code
lmridge-package Man page
lmridge.default Man page Source code
lmridgeEst Man page Source code
plot Man page
plot.lmridge Man page Source code
predict Man page
predict.lmridge Man page Source code
press Man page Source code
press.lmridge Man page Source code
print.klmridge Man page Source code
print.lmridge Man page Source code
print.rstats1 Man page Source code
print.rstats2 Man page Source code
print.summary.lmridge Man page Source code
residuals Man page
residuals.lmridge Man page Source code
rplots.plot Man page Source code
rstats1 Man page Source code
rstats1.lmridge Man page Source code
rstats2 Man page Source code
rstats2.lmridge Man page Source code
summary.lmridge Man page Source code
vcov Man page
vcov.lmridge Man page Source code
vif Man page Source code
vif.lmridge Man page Source code

Files

NAMESPACE
data
data/Hald.rda
R
R/resid.R
R/press.R
R/rfitted.R
R/rstats1.R
R/info.plot.R
R/infocr.R
R/kest.R
R/vcov.R
R/print.summary.lmridge.R
R/print.klmridge.R
R/lmridgeEst.R
R/predict.R
R/summary.lmridge.R
R/hatr.R
R/bias.plot.R
R/vif.R
R/plot.lmridge.R
R/rstats2.R
R/cv.plot.R
R/lmridge.R
R/rplots.R
R/coef.lmridge.R
R/isrm.plot.R
R/print.lmridge.R
MD5
DESCRIPTION
man
man/press.lmridge.Rd
man/bias.plot.Rd
man/lmridge.Rd
man/vif.Rd
man/rstats2.Rd
man/rstats1.Rd
man/cv.plot.Rd
man/info.plot.Rd
man/infocr.Rd
man/lmridge-package.Rd
man/kest.Rd
man/residuals.lmridge.Rd
man/hatr.Rd
man/Hald.Rd
man/plot.lmridge.Rd
man/vcov.Rd
man/predict.lmridge.Rd
man/rplots.plot.Rd
man/isrm.plot.Rd
man/summary.lmridge.Rd
lmridge documentation built on May 19, 2017, 10:24 a.m.

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