Advanced Linear Models: Theory and Applications (Statistics: by Shein-Chung Chow, Song-Gui Wang

By Shein-Chung Chow, Song-Gui Wang

This paintings info the statistical inference of linear versions together with parameter estimation, speculation trying out, self assurance durations, and prediction. The authors talk about the appliance of statistical theories and methodologies to numerous linear types akin to the linear regression version, the research of variance version, the research of covariance version, and the variance parts version.

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

This paintings information the statistical inference of linear types together with parameter estimation, speculation checking out, self belief periods, and prediction. The authors talk about the appliance of statistical theories and methodologies to numerous linear versions comparable to the linear regression version, the research of variance version, the research of covariance version, and the variance elements version.

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J. Bergum, H. L. Ju, and F. Y. C. Ki for many helpful discussions and for reading portions of the manuscript. The first author wishes to express many thanks to his wife, Zhong-Zhen Jia, and two daughters, Xiao-Jing and Xiao-Tian, for their assistance in providing many necessary references at the early stages of the preparation of this book. The second author wishes to express his appreciation to his wife, Yueh-Ji, and two daughters, Emily and Lilly, for their patience and understanding during the preparation of this book.

C. Ki for many helpful discussions and for reading portions of the manuscript. The first author wishes to express many thanks to his wife, Zhong-Zhen Jia, and two daughters, Xiao-Jing and Xiao-Tian, for their assistance in providing many necessary references at the early stages of the preparation of this book. The second author wishes to express his appreciation to his wife, Yueh-Ji, and two daughters, Emily and Lilly, for their patience and understanding during the preparation of this book. 43 44 Finally, we are fully responsible for any errors remaining in the book.

A solid first-year graduate course in mathematical statistics and an introductory regression course will be helpful for the reader. Some chapters of this book are based on lecture notes of the first author that were prepared for several advanced linear models courses at various universities in China (the University of Science and Technology of China, Fudan University, East China Normal University, Yunnan University, and Anhui University) and a short course on linear models at Colorado State University.

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