Description

This book contains 296 exercises and solutions covering a wide variety of topics in linear model theory, including generalized inverses, estimability, best linear unbiased estimation and prediction, ANOVA, confidence intervals, simultaneous confidence intervals, hypothesis testing, and variance component estimation. The models covered include the Gauss-Markov and Aitken models, mixed and random effects models, and the general mixed linear model. Given its content, the book will be useful for students and instructors alike. Readers can also consult the companion textbook Linear Model Theory - With Examples and Exercises by the same author for the theory behind the exercises.

Linear Model Theory: Exercises and Solutions

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Hardback by Dale L. Zimmerman

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This book contains 296 exercises and solutions covering a wide variety of topics in linear model theory, including generalized inverses,... Read more

    Publisher: Springer Nature Switzerland AG
    Publication Date: 03/11/2020
    ISBN13: 9783030520731, 978-3030520731
    ISBN10: 3030520730

    Number of Pages: 353

    Non Fiction , Mathematics & Science , Education

    Description

    This book contains 296 exercises and solutions covering a wide variety of topics in linear model theory, including generalized inverses, estimability, best linear unbiased estimation and prediction, ANOVA, confidence intervals, simultaneous confidence intervals, hypothesis testing, and variance component estimation. The models covered include the Gauss-Markov and Aitken models, mixed and random effects models, and the general mixed linear model. Given its content, the book will be useful for students and instructors alike. Readers can also consult the companion textbook Linear Model Theory - With Examples and Exercises by the same author for the theory behind the exercises.

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