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Advanced Linear Models
Theory and Applications
Work Overview
This work details the statistical inference of linear models including parameter estimation, hypothesis testing, confidence intervals, and prediction.
Authors' Discussion
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.