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Linear Model Theory

Exercises and Solutions

Authors: Zimmerman, Dale L.

  • Presents a unique collection of 296 exercises and complete solutions on linear model theory
  • Covers a wide variety of topics, including best linear unbiased estimation and prediction
  • Will benefit students and instructors alike
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Buy this book

eBook $84.99
price for USA in USD
  • The eBook version of this title will be available soon
  • Due: February 5, 2021
  • ISBN 978-3-030-52074-8
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $109.99
price for USA in USD
About this Textbook

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.

About the authors

Dale L. Zimmerman is a Professor at the Department of Statistics and Actuarial Science, University of Iowa, USA. He received his Ph.D. in Statistics from Iowa State University in 1986. A Fellow of the American Statistical Association, his research interests include spatial statistics, longitudinal data analysis, multivariate analysis, mixed linear models, environmental statistics, and sports statistics. He has authored or co-authored three books and more than 90 articles in peer-reviewed journals. At the University of Iowa he teaches courses on linear models, regression analysis, spatial statistics, and mathematical statistics.

Buy this book

eBook $84.99
price for USA in USD
  • The eBook version of this title will be available soon
  • Due: February 5, 2021
  • ISBN 978-3-030-52074-8
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $109.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Linear Model Theory
Book Subtitle
Exercises and Solutions
Authors
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-52074-8
DOI
10.1007/978-3-030-52074-8
Hardcover ISBN
978-3-030-52073-1
Edition Number
1
Number of Pages
VII, 351
Number of Illustrations
3 b/w illustrations
Topics