Liu Regression with Liu Biasing Parameters and Statistics
Computation of Liu Biasing Parameter
Liu Regression: Hat Matrix
Model Selection Criteria for Liu Regression
Liu Regression and Estimator
Liu Regression and Estimator
Liu Regression Statistics
Bias Variance and MSE Trade-off Plot
Model Selection Criteria Plots
Plot of the Liu Coefficients
Predict Method for Liu Regression Model Fits
Predicted Residual Sum of Squares
Liu Regression Residuals
Summarizing Linear Liu Regression Fits
Variance-Covariance Matrix for Fitted Liu Model
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) <doi:10.1080/03610929508831585> ii. Druilhet and Mom (2008) <doi:10.1016/j.jmva.2006.06.011> iii. Imdadullah, Aslam, and Saima (2017) iv. Liu (1993) <doi:10.1080/03610929308831027> v. Liu (2001) <doi:10.1016/j.jspi.2010.05.030>.