Applied Mixed Model Analysis A Practical Guide

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  • Engels
  • Hardcover
  • 9781108480574
  • 18 april 2019
  • 246 pagina's
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Samenvatting

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.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
18 april 2019
Aantal pagina's
246
Illustraties
Nee

Betrokkenen

Hoofdauteur
Jos W. R. Twisk
Hoofduitgeverij
Cambridge University Press

Overige kenmerken

Editie
2
Extra groot lettertype
Nee
Product breedte
178 mm
Product hoogte
18 mm
Product lengte
253 mm
Studieboek
Ja
Verpakking breedte
178 mm
Verpakking hoogte
18 mm
Verpakking lengte
253 mm
Verpakkingsgewicht
600 g

EAN

EAN
9781108480574
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