TY  - BOOK
AU  - Liu, Xian
TI  - Methods and Applications of Longitudinal Data Analysis
SN  - 9780128013427
U1  - 519.5 
PY  - 2016///
CY  - London
PB  - Elsevier Inc.
KW  - Longitudinal Method
N1  - 1. Introduction
2. Traditional Methods of Longitudinal Data Analysis
3. Linear Mixed-effects Models
4. Restricted Maximum Likelihood and Inference of Random Effects in Linear Mixed Models
5. Patterns of Residual Covariance Structure
6. Residual and Influence Diagnostics
7. Special Topics on Linear Mixed Models
8. Generalized Linear Mixed Models on Nonlinear Longitudinal Data
9. Generalized Estimating Equations Models (GEEs)
10. Mixed-effects Regression Model for Binary Longitudinal Data
11. Mixed-effects Multinomial Logit Model for Nominal Outcomes
12. Longitudinal Transition Models for Categorical Response Data
13. Latent Growth, Latent Growth Mixture, and Group-based Models
14. Methods for Handling Missing Data
ER  -