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liureg (version 1.1.2)

Liu Regression with Liu Biasing Parameters and Statistics

Description

Linear Liu regression coefficient's estimation and testing with different Liu related measures such as MSE, R-squared etc. REFERENCES i. Akdeniz and Kaciranlar (1995) ii. Druilhet and Mom (2008) iii. Imdadullah, Aslam, and Saima (2017) iv. Liu (1993) v. Liu (2001) .

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Install

install.packages('liureg')

Monthly Downloads

170

Version

1.1.2

License

GPL-2 | GPL-3

Maintainer

Muhammad Imdadullah

Last Published

April 8th, 2018

Functions in liureg (1.1.2)

liureg-package

Liu Regression and Estimator
plot.liu

Plot of the Liu Coefficients
plot.infoliu

Model Selection Criteria Plots
plot.biasliu

Bias Variance and MSE Trade-off Plot
dest.liu

Computation of Liu Biasing Parameter \(d\)
infoliu.liu

Model Selection Criteria for Liu Regression
hatl.liu

Liu Regression: Hat Matrix
lstats.liu

Liu Regression Statistics
Hald

Portland Cement benchmark of Hald(1952)
liu

Liu Regression and Estimator
press.liu

Predicted Residual Sum of Squares
residuals.liu

Liu Regression Residuals
vcov.liu

Variance-Covariance Matrix for Fitted Liu Model
predict.liu

Predict Method for Liu Regression Model Fits
summary.liu

Summarizing Linear Liu Regression Fits