Methods and Applications of Longitudinal Data Analysis

By:

Liu, Xian

Material type: Text

TextPublication details: Elsevier Inc. 2016 LondonDescription: 511pISBN:

9780128013427

Subject(s):

Longitudinal Method

DDC classification:

519.5 LIU

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Book	NIMA Knowledge Centre	9th Floor Reading Zone	General	519.5 LIU (Browse shelf(Opens below))	Available		M0032977

Total holds: 0

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

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