4th Edition
Multilevel and Longitudinal Modeling Using Stata, Volumes I and II
Volume I
I. Preliminaries
1. Review of linear regression
II. Two-level models
3. Random-intercept models with covariates
4. Random-coefficient models
III. Models for longitudinal and panel data
Introduction to models for longitudinal and panel data (part III)
5. Subject-specific effects and dynamic models
6. Marginal models
7. Growth-curve models
IV. Models with nested and crossed random effects
8. Higher-level models with nested random effects
9. Crossed random effects
Volume II
V. Models for categorical responses
10. Dichotomous or binary responses
11. Ordinal responses
12. Nominal responses and discrete choice
VI. Models for counts
13. Counts
VII. Models for survival or duration data
Introduction to models for survival or duration data (part VII)
14. Discrete-time survival
15. Continuous-time survival
VIII. Models with nested and crossed random effects
16. Models with nested and crossed random effects
Biography
Sophia Rabe-Hesketh is a professor of educational statistics and biostatistics at the University of California, Berkeley.
Anders Skrondal is a senior biostatistician at the Centre for Fertility and Health, Norwegian Institute of Public Health and an adjunct professor at the University of Oslo and at the University of California, Berkeley.
