Advanced Linear Models
By Shein-Chung Chow & Song-Gui Wang
- Release Date: 2018-05-04
- Genre: Mathematics
Description
This work details the statistical inference of linear models including parameter estimation, hypothesis testing, confidence intervals, and prediction. The authors discuss the application of statistical theories and methodologies to various linear models such as the linear regression model, the analysis of variance model, the analysis of covariance model, and the variance components model.