Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes.
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Summary
This paper gives a brief overview of new methods that integrate variable- and person-centered analyses in a general latent variable modeling framework that expands traditional latent variables modeling by including not only continuous latent variables but also categorical latent variables.
- Type
- article
- Published
- 2000-06-01
- Cited by
- 3,124
- References
- 31
- Access
- Open access
- OpenAlex
- https://openalex.org/W2150921722
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:892238
Keywords
Latent class model, Categorical variable, Latent variable, Latent variable model, Latent growth modeling
References
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- Modeling transitions in latent stage-sequential processes: a substance use prevention example.
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- Getting drunk and growing up: trajectories of frequent binge drinking during the transition to young adulthood.
- The development of heavy drinking and alcohol-related problems from ages 18 to 37 in a U.S. national sample.
- A SAS Procedure Based on Mixture Models for Estimating Developmental Trajectories
- The effects of order of questions on reported alcohol consumption.
- Latent Transition Modeling of Progression of Health-Risk Behavior.
- Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm
- An evaluation of the structure of schizophrenia spectrum personality disorders
- AGE, CRIMINAL CAREERS, AND POPULATION HETEROGENEITY: SPECIFICATION AND ESTIMATION OF A NONPARAMETRIC, MIXED POISSON MODEL*
- A Linear Mixed-Effects Model with Heterogeneity in the Random-Effects Population
- Latent Variable Regression for Multiple Discrete Outcomes
- Analyzing developmental trajectories: A semiparametric, group-based approach
- Latent Variable Models and Factor Analysis
- Adolescent and young adult antisocial behavior and adult alcohol use disorders: a fourteen-year prospective follow-up in a national survey.
- Mixed-effects regression models for studying the natural history of prostate disease.
- Trajectories of boys' physical aggression, opposition, and hyperactivity on the path to physically violent and nonviolent juvenile delinquency.
Cited by
- Academic Trajectories of Chinese, Korean, Filipino, Mexican, and Non-Hispanic White Immigrants During High School and the Impacts of Social Capital
- Évolution des profils d'état de santé et utilisation des services sociosanitaires chez les personnes âgées
- Determinants of Variability in College Men's Sociosexuality: A Focus on Avoidance, Bros, and Masculinity Ideologies.
- Conceptual, methodological, and analytical issues in the study of relapse.
- Trajectories of global self-esteem development during adolescence.
- Acculturation-based and everyday parent-adolescent conflict among Chinese American adolescents: longitudinal trajectories and implications for mental health.
- Developmental trajectories of cigarette use and associations with multilayered risk factors among Chinese adolescents.
- A 26-year follow-up study of heavy drinking trajectories from adolescence to mid-adulthood and adult disadvantage.
- Red flags for persistent or worsening anxiety and depression after an acute cardiac event: a 6-month longitudinal study in regional and rural Australia
- A day-centered approach to modeling cortisol: Diurnal cortisol profiles and their associations among U.S. adults
- Genes, brain, behavior, and context: the developmental matrix of addictive behavior.
- Educational Inequalities in the Co- occurrence of Mental Health and Substance Use Problems, and its Adult Socioeconomic Consequences: A Longitudinal Study of Young Adults in a Community Sample
- The clustering of diet, physical activity and sedentary behavior in children and adolescents: a review
- Trajectories of Depression Symptoms among Older Youths Exiting Foster Care
- Distinct Trajectories of Physical Activity Among Patients with COPD During and After Pulmonary Rehabilitation
- Using Latent Class Analysis to Model Temperament Types
- A Latent Profile Analysis of Drinking Patterns among Nonstudent Emerging Adults
- Early adversity, psychopathology, and latent class profiles of global physical health from preschool through early adolescence
- "Mental retirement?" Trajectories of work engagement preceding retirement among older workers.
- Ten-Year Trajectories of Stressors and Resources at Work: Cumulative and Chronic Effects on Health and Well-Being
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