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Applied mixed model analysis : a practical guide

Author: Jos W R Twisk
Publisher: Cambridge ; New York, NY : Cambridge University Press, 2019. ©2019
Series: Practical guides to biostatistics and epidemiology.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This book explains all aspects of mixed model analysis without mathematical jargon, so that non-statisticians can understand the basic principles, analyze their own data, and interpret the results  Read more...

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Additional Physical Format: ebook version :
Document Type: Book
All Authors / Contributors: Jos W R Twisk
ISBN: 9781108480574 1108480578 9781108727761 110872776X
OCLC Number: 1078953362
Notes: Continues, in part: Applied multilevel analysis : a practical guide (Cambridge, UK ; New York : Cambridge University Press, 2006).
Description: xii, 235 pages ; 26 cm.
Contents: 1. Introduction; 2. Basic principles of mixed model analysis; 3. What is gained by using mixed model analysis?; 4. Logistic mixed model analysis; 5. Mixed model analysis with other outcomes; 6. Explaining differences between groups; 7. Multivariable modelling; 8. Predictions based on mixed model analysis; 9. Mixed model analysis for longitudinal data; 10. Multivariate mixed model analysis; 11. Sample size calculations; 12. Some loose ends.
Series Title: Practical guides to biostatistics and epidemiology.
Responsibility: Jos W.R. Twisk.

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