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Book

Linear Mixed Models

Book

Linear Mixed Models

DOI link for Linear Mixed Models

Linear Mixed Models book

A Practical Guide Using Statistical Software, Second Edition

Linear Mixed Models

DOI link for Linear Mixed Models

Linear Mixed Models book

A Practical Guide Using Statistical Software, Second Edition
ByBrady T. West, Kathleen B. Welch, Andrzej T Galecki
Edition 2nd Edition
First Published 2014
eBook Published 17 July 2014
Pub. Location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/b17198
Pages 440
eBook ISBN 9780429186561
Subjects Bioscience, Mathematics & Statistics
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West, B.T., Welch, K.B., & Galecki, A.T. (2014). Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition (2nd ed.). Chapman and Hall/CRC. https://doi.org/10.1201/b17198

ABSTRACT

Highly recommended by JASA, Technometrics, and other journals, the first edition of this bestseller showed how to easily perform complex linear mixed model (LMM) analyses via a variety of software programs. Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition continues to lead readers step by step through the process of

TABLE OF CONTENTS

chapter 1|8 pages

Introduction

chapter 2|50 pages

Linear Mixed Models: An Overview

chapter 3|76 pages

Two-Level Models for Clustered Data: The Rat Pup Example

chapter 4|64 pages

Three-Level Models for Clustered Data: The Classroom Example

chapter 5|50 pages

Models for Repeated-Measures Data: The Rat Brain Example

chapter 6|58 pages

Random Coefficient Models for Longitudinal Data: The Autism Example

chapter 7|62 pages

Models for Clustered Longitudinal Data: The Dental Veneer Example

chapter 8|26 pages

Models for Data with Crossed Random Factors: The SAT Score Example

chapter |2 pages

A Statistical Software Resources

chapter |2 pages

B Calculation of the Marginal Variance-Covariance Matrix

chapter C|2 pages

C Acronyms/Abbreviations

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