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Integrating Person‐Centered and Variable‐Centered Analyses: Growth Mixture Modeling With Latent Trajectory Classes

Alcoholism Clinical and Experimental Research · 2000 · Vol. 24(6) · pp. 882–891
Bengt MuthénLinda K. Muthén

Abstract

Person-centered and variable-centered analyses typically have been seen as different activities that use different types of models and software. This paper gives a brief overview of new methods that integrate variable- and person-centered analyses. The general framework makes it possible to combine these models and to study new models serving as a stimulus for asking research questions that have both person- and variable-centered aspects.

Urban, Neighborhood, and Segregation StudiesMental Health Research TopicsCrime Patterns and InterventionsLatent class modelCategorical variableLatent variableLatent variable modelLatent growth modelingVariable (mathematics)TrajectoryMixture modelComputer scienceEconometrics

MeSH terms

AdolescentAdultAlcohol DrinkingBehavioral SymptomsFemaleHumansMaleModels, Psychological
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Integrating Person‐Centered and Variable‐Centered Analyses: Growth Mixture Modeling With Latent Trajectory Classes · Scinovex