Advanced Linear Models: Theory and Applications (Statistics: A Series of Textbooks and Monographs)

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.Shein-Chung Chow is the author of 'Advanced Linear Models: Theory and Applications (Statistics: A Series of Textbooks and Monographs)', published 1993 under ISBN 9780824791698 and ISBN 082479169X.