Estimating the Association between Latent Class Membership and External Variables Using Bias-adjusted Three-step Approaches

• A Two-Step Estimator for Growth Mixture Models with Covariates in the Presence of Direct Effects

  2025 Multivariate Behavioral Research article Decision Sciences Psychometric Methodologies and Testing Open access

  1

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• Uncovering actionable cardiovascular risk subgroups in type 2 Diabetes: A latent class analysis

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• High-achieving students in mathematics: A heterogeneous group

  2025 Learning and Individual Differences article Psychology Education, Achievement, and Giftedness Open access

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• StepMix: A Python Package for Pseudo-Likelihood Estimation of Generalized Mixture Models with External Variables

  2025 Journal of Statistical Software software-paper Computer Science Bayesian Methods and Mixture Models Open access

  22

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• Bias-Adjusted Three-Step Multilevel Latent Class Modeling with Covariates

  2024 Structural Equation Modeling A Multidisciplinary Journal article Decision Sciences Psychometric Methodologies and Testing Open access

  11

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• A longitudinal examination of the relations between motivation, math achievement, and STEM career aspirations among Black students

  2023 Contemporary Educational Psychology article Psychology Education, Achievement, and Giftedness Open access

  15

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• Embedding latent class regression and latent class distal outcome models into cluster‐weighted latent class analysis: a detailed simulation experiment

  2023 Australian & New Zealand Journal of Statistics article Decision Sciences Psychometric Methodologies and Testing Open access

  0

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• Latent Class Analysis with Measurement Invariance Testing: Simulation Study to Compare Overall Likelihood Ratio vs Residual Fit Statistics Based Model Selection

  2023 Structural Equation Modeling A Multidisciplinary Journal article Decision Sciences Psychometric Methodologies and Testing Open access

  6

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• Two-stage Multilevel Latent Class Analysis with Covariates in the Presence of Direct Effects

  2021 Structural Equation Modeling A Multidisciplinary Journal article Decision Sciences Psychometric Methodologies and Testing Open access

  26

  citations
• Profiles of teachers’ need-support: How do autonomy support, structure, and involvement cohere and predict motivation and learning outcomes?

  2020 Teaching and Teacher Education article Psychology Motivation and Self-Concept in Sports Open access

  85

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• Relating latent class membership to external variables: An overview

  2020 British Journal of Mathematical and Statistical Psychology article Decision Sciences Psychometric Methodologies and Testing Open access

  161

  citations

11 results