ENGLISH

Linear Model Theory: Exercises and Solutions

By Dale L. Zimmerman

Book information

Publisher
Springer International Publishing;Springer
Year
2020
ISBN
9783030520731, 9783030520748
DOI
10.1007/978-3-030-52074-8
Language
english
Format
PDF
Filesize
3 MB (2677308 bytes)
Edition
1st ed.
Pages
VII, 353\350
Time added
2021-01-06 05:41:07
Matrix TheoryStatistics; Statistical Theory and Methods; Linear

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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