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Applied Mixed Model Analysis: A Practical Guide
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Applied Mixed Model Analysis: A Practical Guide Hardback -

by Jos W. Twisk

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Reader reviews for Applied Mixed Model Analysis: A Practical Guide

From the publisher

This practical book is designed for applied researchers who want to use mixed models with their data. It discusses the basic principles of mixed model analysis, including two-level and three-level structures, and covers continuous outcome variables, dichotomous outcome variables, and categorical and survival outcome variables. Emphasizing interpretation of results, the book develops the most important applications of mixed models, such as the study of group differences, longitudinal data analysis, multivariate mixed model analysis, IPD meta-analysis, and mixed model predictions. All examples are analyzed with STATA, and an extensive overview and comparison of alternative software packages is provided. All datasets used in the book are available for download, so readers can re-analyze the examples to gain a strong understanding of the methods. Although most examples are taken from epidemiological and clinical studies, this book is also highly recommended for researchers working in other fields.

Details

  • Title Applied Mixed Model Analysis: A Practical Guide
  • Author Jos W. Twisk
  • Binding Hardback
  • Pages 246
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press
  • ISBN 9781108480574 / 1108480578
  • Weight 1.32 lbs (0.60 kg)
  • Dimensions 9.97 x 7.01 x 0.71 in (25.32 x 17.81 x 1.80 cm)
  • Category Medical / Nursing
  • Library of Congress subjects Medical statistics, Mathematical statistics
  • Library of Congress Catalogue Number 2018050804
  • Dewey Decimal Code 519.538