Improved Shrinkage Estimations for Multiple Linear Regression

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Documentation for package ‘ImpShrinkage’ version 1.0.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

cement	Hald's Cement Data
coef.improvedpreliminaryTest	Extract Model Coefficients
coef.positivestein	Extract Model Coefficients
coef.preliminaryTest	Extract Model Coefficients
coef.restricted	Extract Model Coefficients
coef.stein	Extract Model Coefficients
coef.unrestricted	Extract Model Coefficients
coefficients.improvedpreliminaryTest	Extract Model Coefficients
coefficients.positivestein	Extract Model Coefficients
coefficients.preliminaryTest	Extract Model Coefficients
coefficients.restricted	Extract Model Coefficients
coefficients.stein	Extract Model Coefficients
coefficients.unrestricted	Extract Model Coefficients
fitted.improvedpreliminaryTest	Extract Model Fitted Values
fitted.positivestein	Extract Model Fitted Values
fitted.preliminaryTest	Extract Model Fitted Values
fitted.restricted	Extract Model Fitted Values
fitted.stein	Extract Model Fitted Values
fitted.unrestricted	Extract Model Fitted Values
iptReg	The improved preliminary test estimator
predict.improvedpreliminaryTest	Extract Model Predictions Values
predict.positivestein	Extract Model Predictions Values
predict.preliminaryTest	Extract Model Predictions Values
predict.restricted	Extract Model Predictions Values
predict.stein	Extract Model Predictions Values
predict.unrestricted	Extract Model Predictions Values
prstReg	The positive-rule Stein estimator
ptReg	The Preliminary Test Estimator
residuals.improvedpreliminaryTest	Extract Model Residuals
residuals.positivestein	Extract Model Residuals
residuals.preliminaryTest	Extract Model Residuals
residuals.restricted	Extract Model Residuals
residuals.stein	Extract Model Residuals
residuals.unrestricted	Extract Model Residuals
resReg	The restricted estimator
simdata	Simulation data
stReg	The Stein estimator
teststat	Test-Statistics
unrReg	The Unrestricted estimator