Applied longitudinal data analysis for epidemiology : a practical guide

A practical guide to the most important techniques available for longitudinal data analysis, essential for non-statisticians and researchers

Bibliographic Details
Main Author: Twisk, Jos W. R. , 1962- (Author)
Format: Book
Language:English
Published: Cambridge, England : Cambridge University Press , c2013
Edition:2nd ed
Subjects:
Table of Contents:
  • 1. Introduction
  • 2. Study design
  • 3. Continuous outcome variables
  • 4. Continuous outcome variables - relationships with other variables
  • 5. The modeling of time
  • 6. Other possibilities for modeling longitudinal data
  • 7. Dichotomous outcome variables
  • 8. Categorical and 'count' outcome variables
  • 9. Analysis data from experimental studies
  • 10. Missing data in longitudinal studies
  • 11. Sample size calculations
  • 12. Software for longitudinal data analysis
  • 13. One step further