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Dakota W. Cintron, Eric Loken & D. Betsy McCoach. (2023) A Cautionary Note about Having the Right Mixture Model but Classifying the Wrong People. Multivariate Behavioral Research 58:4, pages 675-686.
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Elif Çimşir & Gamze Ülker Tümlü. (2022) The roles of latent perfectionism classes in academicians’ tendencies toward workaholism, useless superiority effort and narcissism. The Journal of General Psychology 149:4, pages 524-549.
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Gavin van der Nest, Valeria Lima Passos, Math J. J. M. Candel & Gerard J. P. van Breukelen. (2022) Model fit criteria curve behaviour in class enumeration – a diagnostic tool for model (mis)specification in longitudinal mixture modelling. Journal of Statistical Computation and Simulation 92:8, pages 1640-1672.
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Sarah Depaoli. (2022) The Specification and Impact of Prior Distributions for Categorical Latent Variable Models. Structural Equation Modeling: A Multidisciplinary Journal 29:3, pages 350-367.
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Eunsook Kim, Diep Nguyen, Siyu Liu & Yan Wang. (2022) Mixed Effects of Item Parceling on Performance of Factor Mixture Modeling. Structural Equation Modeling: A Multidisciplinary Journal 29:2, pages 207-217.
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Sooyong Lee & Tiffany A. Whittaker. (2022) Comparison of Three Approaches to Class Enumeration in Growth Mixture Modeling when Time Structures are Variant Across Latent Classes. Structural Equation Modeling: A Multidisciplinary Journal 29:1, pages 23-35.
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Shaobo Jin, Maengseok Noh, Fan Yang-Wallentin & Youngjo Lee. (2021) Robust nonlinear structural equation modeling with interaction between exogenous and endogenous latent variables. Structural Equation Modeling: A Multidisciplinary Journal 28:4, pages 547-556.
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Sarah Depaoli, Sonja D. Winter, Keke Lai & Kiero Guerra-Peña. (2019) Implementing continuous non-normal skewed distributions in latent growth mixture modeling: An assessment of specification errors and class enumeration. Multivariate Behavioral Research 54:6, pages 795-821.
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Kathryn S. Macia & Robert E. Wickham. (2019) The Impact of Item Misspecification and Dichotomization on Class and Parameter Recovery in LCA of Count Data. Multivariate Behavioral Research 54:1, pages 113-145.
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Ling Ning & Wen Luo. (2018) Class Identification Efficacy in Piecewise GMM with Unknown Turning Points. The Journal of Experimental Education 86:2, pages 282-307.
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Veronica T. Cole, Daniel J. Bauer, Andrea M. Hussong & Michael L. Giordano. (2017) An Empirical Assessment of the Sensitivity of Mixture Models to Changes in Measurement. Structural Equation Modeling: A Multidisciplinary Journal 24:2, pages 159-179.
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Sarah Depaoli, Yuzhu Yang & John Felt. (2017) Using Bayesian Statistics to Model Uncertainty in Mixture Models: A Sensitivity Analysis of Priors. Structural Equation Modeling: A Multidisciplinary Journal 24:2, pages 198-215.
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Eun Sook Kim, Seang-Hwane Joo, Philseok Lee, Yan Wang & Stephen Stark. (2016) Measurement Invariance Testing Across Between-Level Latent Classes Using Multilevel Factor Mixture Modeling. Structural Equation Modeling: A Multidisciplinary Journal 23:6, pages 870-887.
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Veronica T. Cole & Daniel J. Bauer. (2016) A Note on the Use of Mixture Models for Individual Prediction. Structural Equation Modeling: A Multidisciplinary Journal 23:4, pages 615-631.
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Sonya K. Sterba. (2016) Cautions on the Use of Multiple Imputation When Selecting Between Latent Categorical versus Continuous Models for Psychological Constructs. Journal of Clinical Child & Adolescent Psychology 45:2, pages 167-175.
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Steffen Nestler. (2015) A Specification Error Test That Uses Instrumental Variables to Detect Latent Quadratic and Latent Interaction Effects. Structural Equation Modeling: A Multidisciplinary Journal 22:4, pages 542-551.
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Sarah Depaoli. (2014) The Impact of Inaccurate “Informative” Priors for Growth Parameters in Bayesian Growth Mixture Modeling. Structural Equation Modeling: A Multidisciplinary Journal 21:2, pages 239-252.
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Sy-Miin Chow, KevinJ. Grimm, Guillaume Filteau, ConorV. Dolan & JohnJ. McArdle. (2013) Regime-Switching Bivariate Dual Change Score Model. Multivariate Behavioral Research 48:4, pages 463-502.
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Sarah Depaoli. (2012) The Ability for Posterior Predictive Checking to Identify Model Misspecification in Bayesian Growth Mixture Modeling. Structural Equation Modeling: A Multidisciplinary Journal 19:4, pages 534-560.
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Sarah Depaoli. (2012) Measurement and Structural Model Class Separation in Mixture CFA: ML/EM Versus MCMC. Structural Equation Modeling: A Multidisciplinary Journal 19:2, pages 178-203.
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Roberta Varriale & JeroenK. Vermunt. (2012) Multilevel Mixture Factor Models. Multivariate Behavioral Research 47:2, pages 247-275.
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Gitta Lubke & Stephen Tueller. (2010) Latent Class Detection and Class Assignment: A Comparison of the MAXEIG Taxometric Procedure and Factor Mixture Modeling Approaches. Structural Equation Modeling: A Multidisciplinary Journal 17:4, pages 605-628.
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Articles from other publishers (36)
David J. Kolko, Katherine T. Foster, Eunice Torres, Jonathan Hart, Jeff Rounds & Kevin Rumbarger. (2022) Sexual Offense Disclosure Assessment in Youth Referred to Community Treatment: A Latent Class Analysis. Sexual Abuse 35:6, pages 716-747.
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Caroline X. Gao, Dominic Dwyer, Ye Zhu, Catherine L. Smith, Lan Du, Kate M. Filia, Johanna Bayer, Jana M. Menssink, Teresa Wang, Christoph Bergmeir, Stephen Wood & Sue M. Cotton. (2023) An overview of clustering methods with guidelines for application in mental health research. Psychiatry Research 327, pages 115265.
Crossref
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Isak Kim, Donghun Lee, Janghee Lee & Sang Min Lee. (2023) Latent profiles of counselor burnout: Associations with self‐discrepancy. Journal of Counseling & Development.
Crossref
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Daniel Y. Lee & Jeffrey R. Harring. (2023) Handling Missing Data in Growth Mixture Models. Journal of Educational and Behavioral Statistics 48:3, pages 320-348.
Crossref
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Michael Pluess, Francesca Lionetti, Elaine N. Aron & Arthur Aron. (2023) People differ in their sensitivity to the environment: An integrated theory, measurement and empirical evidence. Journal of Research in Personality 104, pages 104377.
Crossref
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Joyce J. Endendijk. (2023) A Person-Centered Approach toward Balanced Gender Identity in Emerging Adults: Associations with Self-Esteem and Attitudes about Education. Education Sciences 13:4, pages 424.
Crossref
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Karen Nylund-Gibson, Adam C. Garber, Jay Singh, Melissa R. Witkow, Adrienne Nishina & Amy Bellmore. (2022) The Utility of Latent Class Analysis to Understand Heterogeneity in Youth Coping Strategies: A Methodological Introduction. Behavioral Disorders 48:2, pages 106-120.
Crossref
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Tiffany M. Shader & Theodore P. Beauchaine. (2021) A Monte Carlo evaluation of growth mixture modeling. Development and Psychopathology 34:4, pages 1604-1617.
Crossref
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Véronique Sébille, Lisa M. Lix, Olawale F. Ayilara, Tolulope T. Sajobi, A. Cecile J. W. Janssens, Richard Sawatzky, Mirjam A. G. Sprangers & Mathilde G. E. Verdam. (2021) Critical examination of current response shift methods and proposal for advancing new methods. Quality of Life Research 30:12, pages 3325-3342.
Crossref
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Seohyun Kim, Xin Tong, Jianhui Zhou & Jeffrey P. Boichuk. (2021) Conditional median-based Bayesian growth mixture modeling for nonnormal data. Behavior Research Methods 54:3, pages 1291-1305.
Crossref
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Min Zhou, Piao Long, Nan Kong & Kathryn S. Campy. (2021) Characterizing Wuhan residents’ mask-wearing intention at early stages of the COVID-19 pandemic. Patient Education and Counseling 104:8, pages 1868-1877.
Crossref
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Anneke Steegh, Tim Höffler, Lars Höft & Ilka Parchmann. (2021) Exploring science competition participants’ expectancy-value perceptions and identification: A latent profile analysis. Learning and Instruction 74, pages 101455.
Crossref
Crossref
Daniel McNeish & Jeffrey R. Harring. (2021) Improving convergence in growth mixture models without covariance structure constraints. Statistical Methods in Medical Research 30:4, pages 994-1012.
Crossref
Crossref
Mark A. Prince & Deborah J. Fidler. 2021.
55
73
.
Mirko Uljarević, Jennifer M. Phillips, Rachel K. Schuck, Salena Schapp, Elizabeth M. Solomon, Emma Salzman, Lauren Allerhand, Robin A. Libove, Thomas W. Frazier & Antonio Y. Hardan. (2020) Exploring Social Subtypes in Autism Spectrum Disorder: A Preliminary Study. Autism Research 13:8, pages 1335-1342.
Crossref
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Richard G. Cowden, Everett L. WorthingtonJr.Jr., Brandon J. Griffin, Don E. Davis & Joshua B. Grubbs. (2020) Trait tendencies to forgive, punish, and exonerate oneself: A multi-study investigation. Journal of Research in Personality 86, pages 103934.
Crossref
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Yuan Liu & Hongyun Liu. (2019) Effects of Distance and Shape on the Estimation of the Piecewise Growth Mixture Model. Journal of Classification 36:3, pages 659-677.
Crossref
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Pei Zhang, Jamie A. Levitt, Robin B. DiPietro & Fang Meng. (2019) An Analysis of Food Tourists' Behavior Among Unobserved Heterogeneous Groups. Tourism Analysis 24:2, pages 177-192.
Crossref
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Andrew Young Choi, Karen Nylund-Gibson, Tania Israel & Stephanie E. A. Mendez. (2018) A Latent Profile Analysis of Bisexual Identity: Evidence of Within-Group Diversity. Archives of Sexual Behavior 48:1, pages 113-130.
Crossref
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Jungkyu Park & Hsiu-Ting Yu. (2017) Recommendations on the Sample Sizes for Multilevel Latent Class Models. Educational and Psychological Measurement 78:5, pages 737-761.
Crossref
Crossref
Ivan Annicchiarico & Lucas Cuenya. (2018) Two profiles in the recovery of reward devaluation in rats: Latent class growth analysis. Neuroscience Letters 684, pages 104-108.
Crossref
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Louisa Hohmann, Jana Holtmann & Michael Eid. (2018) Skew t Mixture Latent State-Trait Analysis: A Monte Carlo Simulation Study on Statistical Performance. Frontiers in Psychology 9.
Crossref
Crossref
Gitta H. Lubke & Justin Luningham. (2017) Fitting latent variable mixture models. Behaviour Research and Therapy 98, pages 91-102.
Crossref
Crossref
Ming Li & Jeffrey R. Harring. (2016) Investigating Approaches to Estimating Covariate Effects in Growth Mixture Modeling: A Simulation Study. Educational and Psychological Measurement 77:5, pages 766-791.
Crossref
Crossref
Eun Sook Kim & Yan Wang. (2017) Class Enumeration and Parameter Recovery of Growth Mixture Modeling and Second-Order Growth Mixture Modeling in the Presence of Measurement Noninvariance between Latent Classes. Frontiers in Psychology 8.
Crossref
Crossref
Shuyun Ye, Rhonda Bacher, Mark P Keller, Alan D Attie & Christina Kendziorski. (2017) Statistical Methods for Latent Class Quantitative Trait Loci Mapping. Genetics 206:3, pages 1309-1317.
Crossref
Crossref
Shaobo Jin, Fan Yang-Wallentin & Anders Christoffersson. (2016) Asymptotic efficiency of the pseudo-maximum likelihood estimator in multi-group factor models with pooled data. British Journal of Mathematical and Statistical Psychology 69:1, pages 20-42.
Crossref
Crossref
Gitta H. Lubke, Klaasjan G. Ouwens, Marleen H.M. de Moor, Timothy J. Trull & Dorret I. Boomsma. (2015) Population heterogeneity of trait anger and differential associations of trait anger facets with borderline personality features, neuroticism, depression, Attention Deficit Hyperactivity Disorder (ADHD), and alcohol problems. Psychiatry Research 230:2, pages 553-560.
Crossref
Crossref
G. H. Lubke & P. J. Miller. (2014) Does nature have joints worth carving? A discussion of taxometrics, model-based clustering and latent variable mixture modeling. Psychological Medicine 45:4, pages 705-715.
Crossref
Crossref
Min Liu & Gregory R. Hancock. (2014) Unrestricted Mixture Models for Class Identification in Growth Mixture Modeling. Educational and Psychological Measurement 74:4, pages 557-584.
Crossref
Crossref
Su-Young Kim, Eun-Young Mun & Stevens Smith. (2014) Using mixture models with known class membership to address incomplete covariance structures in multiple-group growth models. British Journal of Mathematical and Statistical Psychology 67:1, pages 94-116.
Crossref
Crossref
Heike Heidemeier & Anja S. Göritz. (2013) Individual Differences in How Work and Nonwork Life Domains Contribute to Life Satisfaction: Using Factor Mixture Modeling for Classification. Journal of Happiness Studies 14:6, pages 1765-1788.
Crossref
Crossref
Monika Koller, Arne Floh, Alexander Zauner & Thomas Rusch. (2021) Persuasibility and the Self – Investigating Heterogeneity among Consumers. Australasian Marketing Journal 21:2, pages 94-104.
Crossref
Crossref
Jodie B. Ullman & Peter M. Bentler. 2012. Handbook of Psychology, Second Edition. Handbook of Psychology, Second Edition.
Michael J. Brusco, Douglas Steinley, J. Dennis Cradit & Renu Singh. (2012) Emergent clustering methods for empirical OM research. Journal of Operations Management 30:6, pages 454-466.
Crossref
Crossref
Maik Eisenbeiss, Boris Blechschmidt, Klaus Backhaus & Philipp Alexander Freund. (2012) “The (Real) World Is Not Enough:” Motivational Drivers and User Behavior in Virtual Worlds. Journal of Interactive Marketing 26:1, pages 4-20.
Crossref
Crossref