Multilevel and Longitudinal Modeling Using Stata, Volume I

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.

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