Group-Based Modeling of Development / / Daniel Nagin.
This book provides a systematic exposition of a group-based statistical method for analyzing longitudinal data in the social and behavioral sciences and in medicine. The methods can be applied to a wide range of data, such as that describing the progression of delinquency and criminality over the li...
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Superior document: | Title is part of eBook package: De Gruyter HUP eBook-Package Backlist 2000-2013 (Canada) |
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Place / Publishing House: | Cambridge, MA : : Harvard University Press, , [2009] ©2005 |
Year of Publication: | 2009 |
Language: | English |
Online Access: | |
Physical Description: | 1 online resource (213 p.) |
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Other title: | Frontmatter -- Contents -- Acknowledgments -- 1. Introduction and Rationale -- Part I. Laying Out the Basic Model -- 2. The Basic Model -- 3. Groups as an Approximation -- 4. Model Selection -- 5. Posterior Group-Membership Probabilities -- Part II. Generalizing the Basic Model -- 6. Statistically Linking Group Membership to Covariates -- 7. Adding Covariates to the Trajectories Themselves -- 8. Dual Trajectory Analysis -- 9. Concluding Observations -- References -- Index |
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Summary: | This book provides a systematic exposition of a group-based statistical method for analyzing longitudinal data in the social and behavioral sciences and in medicine. The methods can be applied to a wide range of data, such as that describing the progression of delinquency and criminality over the life course, changes in income over time, the course of a disease or physiological condition, or the evolution of the socioeconomic status of communities. |
Format: | Mode of access: Internet via World Wide Web. |
ISBN: | 9780674041318 9783110756067 9783110442205 |
DOI: | 10.4159/9780674041318 |
Access: | restricted access |
Hierarchical level: | Monograph |
Statement of Responsibility: | Daniel Nagin. |