Linear and Nonlinear Models for the Analysis of Repeated Measurements: 1st Edition (Hardback) book cover

Linear and Nonlinear Models for the Analysis of Repeated Measurements

1st Edition

By Edward Vonesh, Vernon M. Chinchilli

CRC Press

560 pages

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Hardback: 9780824782481
pub: 1996-11-01
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Description

Integrates the latest theory, methodology and applications related to the design and analysis of repeated measurement. The text covers a broad range of topics, including the analysis of repeated measures design, general crossover designs, and linear and nonlinear regression models. It also contains a 3.5 IBM compatible disk, with software to implement immediately the techniques.

Reviews

". . .an easily accessible text for students with preliminary knowledge of matrix algebra and estimation concepts. . .helps less experienced and less theoretically trained people to access the richness of this text. . .recommend[ed]. "

---Statistical Papers

"This is an extremely comprehensive book on a topic that is central to biostatistics. . ..no other book. . .gives details of traditional methods…standard multivariate analyses of repeated measures. . .modern methods. . .and recent developments in nonlinear and generalized linear mixed models. . .. The content, level and detail of this book is unique in the current statistical literature. "

---Statistical Methods in Medical Research

". . .this is a well-written book on repeated measurements and should be useful for statisticians and research scientists involved with the design and analysis of repeated measurements experiments."

---Mathematical Reviews

Table of Contents

The MANOVA model; ANOVA and MANOVA for repeated measures; crossover experiments; the generalized multivariate analysis of variance (GMANOVA) model; linear mixed-effects models for repeated measurements; generalized nonlinear mixed-effects models; a summary of selected methods of estimation. Appendix: MIXNLIN 3.1.

About the Series

Statistics: A Series of Textbooks and Monographs

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Subject Categories

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