Advanced Linear Models

Details statistical inference of linear models including parameter estimation, hypothesis testing, confidence intervals, and prediction. This work discusses the application of statistical theories and methodologies to various linear models such as the linear regression model, the analysis of variance model, and the analysis of covariance model.