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Structural Equation Modeling2
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Duncan, Susan C.2
Duncan, Terry E.2
Li, Fuzhong2
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Latent Growth Modeling of Longitudinal Data: A Finite Growth Mixture Modeling Approach.
Peer reviewed Peer reviewed
Li, Fuzhong; Duncan, Terry E.; Duncan, Susan C.; Acock, Alan – Structural Equation Modeling, 2001
Presents a new approach that extends conventional random coefficient growth models to incorporate a categorical latent trajectory variable representing latent classes or mixtures. Provides a didactic example of this new methodology using adolescent alcohol use data and discusses the method as a tool for mapping hypotheses of development onto…
Descriptors: Adolescents, Drinking, Individual Development, Longitudinal Studies
A Comparison of Model- and Multiple Imputation-Based Approaches to Longitudinal Analyses with Partial Missingness.
Peer reviewed Peer reviewed
Duncan, Terry E.; Duncan, Susan C.; Li, Fuzhong – Structural Equation Modeling, 1998
Presents an application of latent growth curve methodology to the analysis of longitudinal developmental change in alcohol consumption of 586 young adults, illustrating three approaches to the analysis of missing data: (1) multiple-sample structural equation modeling procedures; (2) raw maximum likelihood analyses; and (3) multiple modeling and…
Descriptors: Algorithms, Change, Comparative Analysis, Drinking