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Group-Based Modeling of Development

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ISBN-10: 0674016866

ISBN-13: 9780674016866

Edition: 2005

Authors: Daniel S. Nagin

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Nagin offers a group-based statistical method for analysing longitudinal data in the social and behavioural sciences and in medicine. The methods can be applied to a range of data, such as changes in income over time, or the course of a disease or physiological condition.
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Book details

Copyright year: 2005
Publisher: Harvard University Press
Publication date: 4/25/2005
Binding: Hardcover
Pages: 214
Size: 6.42" wide x 9.45" long x 1.02" tall
Weight: 0.990
Language: English

Daniel S. Nagin is Teresa and H. John Heinz III Professor of Public Policy and Statistics, Carnegie Mellon University.

Introduction and Rationale
Laying Out The Basic Model
The Basic Model
Groups as an Approximation
Model Selection
Posterior Group-Membership Probabilities
Generalizing The Basic Model
Statistically Linking Group Membership to Covariates
Adding Covariates to the Trajectories Themselves
Dual Trajectory Analysis
Concluding Observations