R: Improved Shrinkage Estimations for Multiple Linear Regression

# Improved Shrinkage Estimations for Multiple Linear Regression

## 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