Applied Mixed Model Analysis: A Practical Guide

ISBN-13: 9781108727761 / Angielski / Miękka / 2019 / 246 str.

Jos W. R. Twisk

Opis

Emphasizing interpretation of results, this hands-on guide explains why, when, and how to use mixed models with your data.

Spis treści

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.