Supported by a large number of examples, this book provides a strong foundation in the theory of linear models and explores the latest developments in data analysis. It encompasses a wide variety of topics in linear models that incorporate the classical approach and more recent trends and modeling techniques. The author emphasizes the central role matrices have played in the modern development of linear models and presents a unified approach to modeling discrete and continuous response data. He also covers both balanced ...
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Supported by a large number of examples, this book provides a strong foundation in the theory of linear models and explores the latest developments in data analysis. It encompasses a wide variety of topics in linear models that incorporate the classical approach and more recent trends and modeling techniques. The author emphasizes the central role matrices have played in the modern development of linear models and presents a unified approach to modeling discrete and continuous response data. He also covers both balanced mixed-effects models and unbalanced linear models so that readers have a full understanding of how to analyze data under different modeling situations.
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