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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Bibliographic Details
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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Description
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
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.