(eBook PDF) Longitudinal Data Analysis by Donald Hedeker – Digital Ebook – Instant Delivery Download
Product details:
- ISBN-10 : 9780471420279
- ISBN-13 : 978-0471420279
- Author: Donald Hedeker, Robert D. Gibbons
This innovative book sets forth and describes methods for the analysis of longitudinaldata, emphasizing applications to problems in the biomedical and behavioral sciences. Reflecting the growing importance and use of longitudinal data across many areas of research, the text is designed to help users of statistics better analyze and understand this type of data.
Table contents:
1. Introduction.
2. ANOVA Approaches to Longitudinal Data.
3. MANOVA Approaches to Longitudinal Data.
4. Mixed-Effects Regression Models for Continuous Outcomes.
5. Mixed-Effects Polynomial Regression Models.
6. Covariance Pattern Models.
7. Mixed Regression Models with Autocorrelated Errors.
8. Generalized Estimating Equations (GEE) Models.
9. Mixed-Effects Regression Models for Binary Outcomes.
10. Mixed-Effects Regression Models for Ordinal Outcomes.
11. Mixed-Effects Regression Models for Nominal Data.
12. Mixed-effects Regression Models for Counts.
13. Mixed-Effects Regression Models for Three-Level Data.
14. Missing Data in Longitudinal Studies.
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