Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition, 2nd Edition (e-Book) book cover

Linear Mixed Models

A Practical Guide Using Statistical Software, Second Edition, 2nd Edition

By Brady T. West, Kathleen B. Welch, Andrzej T Galecki

Chapman and Hall/CRC

440 pages

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Hardback: 9781466560994
pub: 2014-07-17
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pub: 2014-07-17
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Description

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

Introduction. Linear Mixed Models: An Overview. Two-Level Models for Clustered Data: The Rat Pup Example. Three-Level Models for Clustered Data: The Classroom Example. Models for Repeated-Measures Data: The Rat Brain Example. Random Coefficient Models for Longitudinal Data: The Autism Example. Models for Clustered Longitudinal Data: The Dental Veneer Example. Models for Data with Crossed Random Factors: The SAT Score Example. Appendices. Bibliography. Index.

Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General