A Note on a Stata Plugin for Estimating Group-based Trajectory Models
University of Pittsburgh Medical Center · Carnegie Mellon University
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Abstract
Group-based trajectory models are used to investigate population differences in the developmental courses of behaviors or outcomes. This note introduces a new Stata command, traj, for fitting to longitudinal data finite (discrete) mixture models designed to identify clusters of individuals following similar progressions of some behavior or outcome over age or time. Normal, Censored normal, Poisson, Zero-inflated Poisson, and Logistic distributions are supported.
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2Topics & keywords
Topics
Keywords
- Poisson distribution
- Trajectory
- Group (periodic table)
- Statistics
- Plug-in
- Population
- Poisson regression
- Logistic regression
UN Sustainable Development Goals
- Reduced inequalities
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