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Applied Longitudinal Data Analysis : Modeling Change and Event Occurence.

Author: Judith D Singer; John B Willett
Publisher: New York : Oxford University Press, Incorporated March 2003.
Edition/Format:   eBook : Document : English
Publication:Oxford Scholarship Online Public Health and Epidemiology
Database:WorldCat
Summary:
The investigation of change has fascinated researchers for generations, and to do it well, they must have longitudinal data. This text instructs readers in the methodologies at their disposal, including both individual growth modelling and survival analysis.
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Additional Physical Format: Print version
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Judith D Singer; John B Willett
ISBN: 9780195152968 0195152964
OCLC Number: 508464412
Awards: PSP Awards (nominated), 2003
Target Audience: College Audience
Description: xx, 644 p. : ill. ; 24 cm.
Contents: PART I ; 1. A framework for investigating change over time ; 2. Exploring Longitudinal Data on Change ; 3. Introducing the multilevel model for change ; 4. Doing data analysis with the multilevel mode for change ; 5. Treating TIME more flexibly ; 6. Modelling discontinuous and nonlinear change ; 7. Examining the multilevel model's error covariance structure ; 8. Modelling change using covariance structure analysis ; PART II ; 9. A Framework for Investigating Event Occurrence ; 10. Describing discrete-time event occurrence data ; 11. Fitting basic Discrete-Time Hazard Models ; 12. Extending the Discrete-Time Hazard Model ; 13. Describing Continuous-Time Event Occurrence Data ; 14. Fitting Cox Regression Models ; 15. Extending the Cox Regression Model
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Abstract:

The investigation of change has fascinated empirical researchers for generations, and to do it well, they must have longitudinal data. This book instructs readers in the various methodologies to make  Read more...

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"The book begins with an excellent introduction to the types of questions that might be answered by a longitudinal study...After a chapter with sensible suggestions for exploratory analysis... Read more...

 
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