An introduction to latent class growth analysis and growth mixture modeling.

Keywords

Latent class model, Mixture model, Latent growth modeling, Homogeneous, Psychology

References

• Advances in Latent Variable Mixture ModelsGregory R. Hancock, Karen Samuelsen — 2007
• The Sage handbook of quantitative methodology for the social sciencesDavid Kaplan — 2004
• Similarities and differences of longitudinal phenotypes across alternate indices of alcohol involvement: a methodologic comparison of trajectory approaches.Kristina M. Jackson, Kenneth J. Sher — 2005
• A SAS Procedure Based on Mixture Models for Estimating Developmental TrajectoriesBobby L. Jones, Daniel S. Nagin, Kathryn Roeder — 2001
• Mixture or homogeneous? Comment on Bauer and Curran (2003).David Rindskopf — 2003
• Testing the number of components in a normal mixtureYungtai Lo — 2001
• AGE, CRIMINAL CAREERS, AND POPULATION HETEROGENEITY: SPECIFICATION AND ESTIMATION OF A NONPARAMETRIC, MIXED POISSON MODEL*Daniel S. Nagin, Kenneth C. Land — 1993
• Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation StudyKaren Nylund‐Gibson, Tihomir Asparouhov, Bengt Muthén — 2007
• Confidence Intervals of the Attributable Risk under Cross-Sectional Sampling with ConfoundersKung‐Jong Lui — 2001
• Statistical and substantive checking in growth mixture modeling: comment on Bauer and Curran (2003).Bengt Muthén — 2003
• Early adult outcomes of adolescent binge drinking: person- and variable-centered analyses of binge drinking trajectories.Sheryl A. Hemphill, Helene R. White, Ick‐Joong Chung — 2000
• Local solutions in the estimation of growth mixture models.John R. Hipp, Daniel J. Bauer — 2006
• Exploratory latent structure analysis using both identifiable and unidentifiable modelsLeo A. Goodman — 1974
• Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes.Daniel J. Bauer, Patrick J. Curran — 2003
• Overextraction of latent trajectory classes: Much ado about nothing? Reply to Rindskopf (2003), Muthén (2003), and Cudeck and Henly (2003)Daniel J. Bauer, Patrick J. Curran — 2003
• Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes.Bengt Muthén, Linda K. Muthén — 2000
• Applications of structural equation modeling in psychological research.Robert C. MacCallum, James T. Austin — 2000
• Hierarchical Linear Models: Applications and Data Analysis MethodsNicholas T. Longford, Anthony S. Bryk, Stephen W. Raudenbush — 1992
• Longitudinal modeling of population heterogeneity: Methodological challenges to the analysis of empirically derived criminal trajectory profilesF. Kreuter, B. Muthén — 2008
• Interindividual differences in intraindividual change.J. Nesselroade — 1991

Cited by

• Trajectories of global self-esteem development during adolescence.José Antonio Martínez Pons — 2012
• Investigating trajectories of change in psychological distress amongst patients with depression and generalised anxiety disorder treated with internet cognitive behavioural therapy.Juan de Dios Gutiérrez Baylón — 2012
• Using latent class growth analysis to identify childhood wheeze phenotypes in an urban birth cohortQixuan Chen, Allan C. Just, Rachel L. Miller — 2012
• Prediction of Stroke Motor Recovery Using Reflex Stiffness Measures at One MonthIbrahim Adib Abdel-Messih, Maged El‐Setouhy, Michael M. Crouch — 2012
• A day-centered approach to modeling cortisol: Diurnal cortisol profiles and their associations among U.S. adultsLawrence Jones, Thom Hogan — 2013
• The evolution of supportive care needs trajectories in women with advanced breast cancer during the 12 months following diagnosisジョージ ウォレス — 2013
• Perceptions of change and certainty regarding the self-as-exerciser: a multistudy report.Sean P. Mullen — 2011
• Posttraumatic stress in deployed Marines: prospective trajectories of early adaptation.Douglas Williams — 2015
• Psychopathy Factor Interactions and Co-Occurring Psychopathology: Does Measurement Approach Matter?А. И. Бежин, В. А. Липатов, А. Н. Майстренко — 2015
• Trajectories of Perceived Social Support Among Low-Income Female Survivors of Hurricane KatrinaNabil Seddigh, Peter Pieda, Ashraf Matrawy — 2014
• Early adversity, psychopathology, and latent class profiles of global physical health from preschool through early adolescencePierre Hamel, Alain Sterck — 2016
• "Mental retirement?" Trajectories of work engagement preceding retirement among older workers.Philippe Dusson — 2017
• Ten-Year Trajectories of Stressors and Resources at Work: Cumulative and Chronic Effects on Health and Well-BeingK. Pericleous, V. Bojarevičs, G. Djambazov — 2017
• CHI: A contemporaneous health index for degenerative disease monitoring using longitudinal measurements英喜 斎藤 — 2017
• Heterogeneity in development of aspects of working memory predicts longitudinal ADHD symptom changeErin M. Myers — 2017
• Trajectories of musculoskeletal pain from adolescence to middle age: the role of early depressive symptoms, a 27-year follow-up of the Northern Swedish CohortFlorence Gangloff — 2018
• Eight-Year Follow-up of Hypnotic Delivery by Adults Aged 50 and Older from an Insurance DatabaseDenis Wood — 2017
• Body Mass Index Trajectories from Adolescence to Early Young Adulthood: Do Adverse Life Events Play a Role?Leonie K. Elsenburg, Nynke Smidt, Hans W. Hoek — 2017
• Classifying and characterizing the development of adaptive behavior in a naturalistic longitudinal study of young children with autismJosé Ignacio Gracia Noriega — 2018
• Associations Between Marijuana Use Trajectories and Educational and Occupational Success in Young AdulthoodSantiago Sabugal García — 2018

Related papers

• Latent variable models for mixed manifest variablesIrini Moustaki — 1996
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• An introduction to latent variable mixture modeling (part 2): longitudinal latent class growth analysis and growth mixture models.Kristoffer S. Berlin, Gilbert R. Parra, Natalie A. Williams — 2014
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• Integrating Person-Centered and Variable-Centered Analyses: Growth Mixture Modeling With Latent Trajectory ClassesBengt Muth n, Linda K. Muth n — 2000