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Enumeration Index Performance in Generalized Growth Mixture Models: A Monte Carlo Test of Muthén’s (2003) Hypothesis
16 references·5 citing·41 second hopsampled
Enumeration Index Performance in Generalized Growth Mixture Models: A Monte Carlo Test of Muthén’s (2003) Hypothesis (2014)Enumeration Index Performance in Generali…General Growth Mixture Analysis with Antecedents and Consequences of Change (2009)General Growth Mixture Analys…Performance of Factor Mixture Models as a Function of Model Size, Covariate Effects, and Class-Specific Parameters (2007)Performance of Factor Mixture…Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study (2007)Deciding on the Number of Cla…Distinguishing Between Latent Classes and Continuous Factors: Resolution by Maximum Likelihood? (2006)Distinguishing Between Latent…Latent Curve Models (2005)Latent Curve ModelsInvestigating population heterogeneity with factor mixture models. (2005)Investigating population hete…The Integration of Continuous and Discrete Latent Variable Models: Potential Problems and Promising Opportunities. (2004)The Integration of Continuous…Latent Variable Analysis: Growth Mixture Modeling and Related Techniques for Longitudinal Data (2004)Latent Variable Analysis: Gro…Evaluating latent class analysis models in qualitative phenotype identification (2004)Evaluating latent class analy…Statistical and Substantive Checking in Growth Mixture Modeling: Comment on Bauer and Curran (2003). (2003)Statistical and Substantive C…Overextraction of Latent Trajectory Classes: Much Ado About Nothing? Reply to Rindskopf (2003), Muthén (2003), and Cudeck and Henly (2003). (2003)Overextraction of Latent Traj…Distributional Assumptions of Growth Mixture Models: Implications for Overextraction of Latent Trajectory Classes. (2003)Distributional Assumptions of…A Realistic Perspective on Pattern Representation in Growth Data: Comment on Bauer and Curran (2003). (2003)A Realistic Perspective on Pa…Monte Carlo Experiments: Design and Implementation (2001)Monte Carlo Experiments: Desi…Latent Curve Analysis (1990)Latent Curve AnalysisFactor Analysis and AIC (1987)Factor Analysis and AICTypology of family caregivers of older persons: A latent profile analysis using elder mistreatment risk and protective factors (2023)Typology of family caregivers…Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers (2019)Finding latent groups in obse…The Effect of Model Misspecification on Growth Mixture Model Class Enumeration (2017)The Effect of Model Misspecif…An evaluation of the use of covariates to assist in class enumeration in linear growth mixture modeling (2017)An evaluation of the use of c…Extracting Spurious Latent Classes in Growth Mixture Modeling With Nonnormal Errors (2016)Extracting Spurious Latent Cl…Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models (1974)Statistical Modelling of Data on Teaching Styles (1981)Classical Latent Profile Analysis of Academic Self-Concept Dimensions: Synergy of Person- and Variable-Centered Approaches to Theoretical Models of Self-Concept (2009)Statistical Power to Detect the Correct Number of Classes in Latent Profile Analysis (2013)Reviews: Lord, Frederic M., and Novick, Melvin R. (with contributions by Allan Birnbaum). Statistical Theories of Mental Test Scores. Reading, Mass.: Addison-Wesley, 1968. xii + 568 pp. $14.95. (1969)Statistical Theories of Mental Test Scores (1969)EQS : structural equations program manual (1989)Functional relations among constructs in the same content domain at different levels of analysis: A typology of composition models. (1998)Applications of Structural Equation Modeling in Psychological Research (2000)A Brief Guide to Structural Equation Modeling (2006)Structural Equations with Latent Variables (1989)Structural Equations with Latent Variables. (1991)An Introduction to Latent Class Growth Analysis and Growth Mixture Modeling (2007)Identifying careless responses in survey data. 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References

  • 2007Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study11,555 cited
  • 1987Factor Analysis and AIC5,263 cited
  • 2004Latent Variable Analysis: Growth Mixture Modeling and Related Techniques for Longitudinal Data1,541 cited
  • 1990Latent Curve Analysis1,495 cited
  • 2005Investigating population heterogeneity with factor mixture models.1,148 cited
  • 2003Distributional Assumptions of Growth Mixture Models: Implications for Overextraction of Latent Trajectory Classes.1,064 cited
  • 2007Performance of Factor Mixture Models as a Function of Model Size, Covariate Effects, and Class-Specific Parameters868 cited
  • 2003Statistical and Substantive Checking in Growth Mixture Modeling: Comment on Bauer and Curran (2003).692 cited
  • 2004Evaluating latent class analysis models in qualitative phenotype identification576 cited
  • 2004The Integration of Continuous and Discrete Latent Variable Models: Potential Problems and Promising Opportunities.536 cited
  • 2006Distinguishing Between Latent Classes and Continuous Factors: Resolution by Maximum Likelihood?493 cited
  • 2001Monte Carlo Experiments: Design and Implementation359 cited
  • 2009General Growth Mixture Analysis with Antecedents and Consequences of Change280 cited
  • 2003Overextraction of Latent Trajectory Classes: Much Ado About Nothing? Reply to Rindskopf (2003), Muthén (2003), and Cudeck and Henly (2003).

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179 cited
  • 2003A Realistic Perspective on Pattern Representation in Growth Data: Comment on Bauer and Curran (2003).90 cited
  • 2005Latent Curve Models89 cited
  • Cited by

    • 2019Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers969 cited
    • 2017An evaluation of the use of covariates to assist in class enumeration in linear growth mixture modeling31 cited
    • 2017The Effect of Model Misspecification on Growth Mixture Model Class Enumeration29 cited
    • 2016Extracting Spurious Latent Classes in Growth Mixture Modeling With Nonnormal Errors27 cited
    • 2023Typology of family caregivers of older persons: A latent profile analysis using elder mistreatment risk and protective factors9 cited