article Open AccessTop 1% cited
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 Muthén✉(Muthén & Muthén (United States))Linda K. Muthén(Muthén & Muthén (United States))
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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3,058
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Technometrics · 1991 · 9,086 citations
Trajectories of Boys' Physical Aggression, Opposition, and Hyperactivity on the Path to Physically Violent and Nonviolent Juvenile Delinquency
Child Development · 1999 · 1,367 citations
Adolescence-limited and life-course-persistent antisocial behavior: A developmental taxonomy.
Psychological Review · 1993 · 9,786 citations
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Integrating Person‐Centered and Variable‐Centered Analyses: Growth Mixture Modeling With Latent Trajectory Classes
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