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

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9780824791698: Advanced Linear Models: Theory and Applications (Statistics: A Series of Textbooks and Monographs)
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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.

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About the Author:

SHEIN-CHUNG CHOW, PhD, is currently Vice President of Biostatistics and Clinical Data Management for Millennium Pharmaceuticals, Inc., in Cambridge, Massachusetts.

JEN-PEI LIU, PhD, is currently Professor of Statistics for the National Cheng kung University in Tainan, Taiwan, and an investigator for the National Health Research Institutes in Taipei, Taiwan. Both authors have extensive background experience in industry and academia, and, collectively, have published well over a dozen books in their respective fields of study.

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