Applied Mixed Model Analysis (häftad)
Häftad (Paperback)
Antal sidor
Cambridge University Press
Worked examples or Exercises; 00 Printed music items; 00 Tables, unspecified; 00 Tables, color; 00 T
Applied Mixed Model Analysis: A Practical Guide
247 x 177 x 19 mm
453 g
Antal komponenter
Applied Mixed Model Analysis (häftad)

Applied Mixed Model Analysis

A Practical Guide

Häftad Engelska, 2019-04-18
Skickas inom 10-15 vardagar.
Fri frakt inom Sverige för privatpersoner.
Boken kan tyvärr inte levereras innan julafton.
Finns även som
Visa alla 3 format & utgåvor
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.
Visa hela texten

Passar bra ihop

  1. Applied Mixed Model Analysis
  2. +
  3. Basic & Clinical Biostatistics: Fourth Edition

De som köpt den här boken har ofta också köpt Basic & Clinical Biostatistics: Fourth Edition av Beth Dawson (book).

Köp båda 2 för 1408 kr


Har du läst boken? Sätt ditt betyg »

Fler böcker av Jos W R Twisk

  • Applied Longitudinal Data Analysis for Epidemiology

    Jos W R Twisk

    This book discusses the most important techniques available for longitudinal data analysis, from simple techniques such as the paired t-test and summary statistics, to more sophisticated ones such as generalized estimating of equations and mixed m...

  • Applied Multilevel Analysis

    Jos W R Twisk

    This is a practical introduction to multilevel analysis suitable for all those doing research. Most books on multilevel analysis are written by statisticians, and they focus on the mathematical background. These books are difficult for non-mathema...

Bloggat om Applied Mixed Model Analysis

Övrig information

Jos W. R. Twisk specializes in the methodological field of longitudinal data analysis and multilevel/mixed model analysis, about which he has written three textbooks. He has also authored a textbook on applied biostatistics in Dutch. He is director of the epidemiology Master's program of the Vrije Universiteit Medical Center, Amsterdam and Head of the Expertise Center for Applied Longitudinal Data Analysis. His main activities include applied methodological research, consulting, and teaching courses on mixed model analysis, longitudinal data analysis, multilevel analysis and applied basic statistics. He has authored and coauthored more than 650 peer-reviewed international papers.


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.