Publications
All publications by Johnny Zhang.
2025
- Structural Equation Models with Social NetworksStructural Equation Modeling: A Multidisciplinary Journal, May 2025
- Zero inflation in intensive longitudinal data: Why is it important and how should we deal with it?Psychological Methods, Apr 2025
- Evaluating the Threat of Phantom Faces in Emotion Detection AI through SimulationJournal of Behavioral Data Science, Aug 2025
- A Tutorial on the Use of Artificial Intelligence Tools for Facial Emotion Recognition in RMultivariate Behavioral Research, Feb 2025
- Parameterizing the LISREL Model as a Correlation Structure Model for More Efficient Parameter Estimates and More Powerful Statistical TestsStructural Equation Modeling: A Multidisciplinary Journal, Feb 2025
- Bayesian Growth Curve Modeling with Measurement Error in TimeMultivariate Behavioral Research, Mar 2025
2024
- Detecting mediation effects with the Bayes factor: Performance evaluation and tools for sample size determination.Psychological Methods, May 2024
- Scale-Invariance, Equivariance and Dependency of Structural Equation ModelsStructural Equation Modeling: A Multidisciplinary Journal, Jun 2024
- Detecting mediation effects with the Bayes factor: Performance evaluation and tools for sample size determination.Psychological Methods, May 2024
- Signal-to-Noise Ratio in Estimating and Testing the Mediation Effect: Structural Equation Modeling versus Path Analysis with Weighted CompositesPsychometrika, Sep 2024
- Modeling Data with Measurement Errors but without Predefined Metrics: Fact versus FallacyJournal of Behavioral Data Science, Aug 2024
- Statistical power analysis and sample size planning for moderated mediation modelsBehavior Research Methods, Feb 2024
2023
- Machine Learning for social and behavioral researchFeb 2023
- Bayesian Inference of Dynamic Mediation Models for Longitudinal DataStructural Equation Modeling: A Multidisciplinary Journal, Jul 2023
- The Impact of Omitting Confounders in Parallel Process Latent Growth Curve Mediation Models: Three Sensitivity Analysis ApproachesStructural Equation Modeling: A Multidisciplinary Journal, May 2023
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- Supervised latent Dirichlet allocation with covariates: A Bayesian structural and measurement model of text and covariates.Psychological Methods, Oct 2023
- API Face Value: Evaluating the Current Status and Potential of Emotion Detection Software in Emotional Deficit InterventionsJournal of Behavioral Data Science, Jul 2023
2022
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- Bayesian hypothesis testing of mediation: Methods and the impact of prior odds specificationsBehavior Research Methods, May 2022
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- An Open-source WYSIWYG Web Application for Drawing Path Diagrams of Structural Equation ModelsStructural Equation Modeling: A Multidisciplinary Journal, Aug 2022
- A New Bayesian Structural Equation Modeling Approach with Priors on the Covariance Matrix ParameterJournal of Behavioral Data Science, Aug 2022
- How to Select the Best Fit Model among Bayesian Latent Growth Models for Complex DataJournal of Behavioral Data Science, Jun 2022
2021
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- Bayesian Approach to Non-ignorable Missingness in Latent Growth ModelsJournal of Behavioral Data Science, May 2021
- A Note on Wishart and Inverse Wishart Priors for Covariance MatrixJournal of Behavioral Data Science, May 2021
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- What is Data Science? An Operational Definition based on Text Mining of Data Science CurriculaJournal of Behavioral Data Science, May 2021
- Birds of a Feather Flock Together and Opposites Attract: The Nonlinear Relationship Between Personality and FriendshipJournal of Behavioral Data Science, May 2021
2020
- An Application of Aspect-Based Sentiment Analysis on Teaching EvaluationIn New Developments in Data Science and Data Analytics, May 2020
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- Network Mediation Analysis Using Model-Based Eigenvalue DecompositionStructural Equation Modeling: A Multidisciplinary Journal, Feb 2020
- Fuzzy Cognitive Maps-Based Switched-Mode Power Supply Design Assistant SystemIEEE Access, Feb 2020
2019
- Robust Bayesian Approaches in Growth Curve Modeling: Using Student’stDistributions versus a Semiparametric MethodStructural Equation Modeling: A Multidisciplinary Journal, Nov 2019
- A method of generating multivariate non-normal random numbers with desired multivariate skewness and kurtosisBehavior Research Methods, Aug 2019
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- Bayes factor in one-sample tests of means with a sensitivity analysis: A discussion of separate prior distributionsBehavior Research Methods, Jun 2019
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2018
- A Longitudinal Social Network Clustering Method Based on Tie StrengthIn 2018 IEEE International Conference on Big Data (Big Data), Dec 2018
- Probit transformationIn The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation, Dec 2018
- Moments of a DistributionIn The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation, Dec 2018
- Posterior DistributionIn The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation, Dec 2018
- Sample size and measurement occasion planning for latent change score models through Monte Carlo simulation 1In Longitudinal multivariate psychology, Dec 2018
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- A Review of Bayesian Psychometric ModelingJournal of Educational and Behavioral Statistics, May 2018
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- On the Correspondence between the Latent Growth Curve and Latent Change Score ModelsStructural Equation Modeling: A Multidisciplinary Journal, Nov 2018
- Fit for a Bayesian: An Evaluation of PPP and DIC for Structural Equation ModelingStructural Equation Modeling: A Multidisciplinary Journal, Jul 2018
- Structural Equation Modeling of Social Networks: Specification, Estimation, and ApplicationMultivariate Behavioral Research, Sep 2018
- Comparing Exploratory Structural Equation Modeling and Existing Approaches for Multiple Regression with Latent VariablesStructural Equation Modeling: A Multidisciplinary Journal, Mar 2018
- Software Packages for Bayesian Multilevel ModelingStructural Equation Modeling: A Multidisciplinary Journal, Feb 2018
2017
- Statistical Power Analysis for Comparing Means with Binary or Count Data Based on Analogous ANOVAFeb 2017
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- Time and Other Considerations in Mediation DesignEducational and Psychological Measurement, Dec 2017
- Testing autocorrelation and partial autocorrelation: Asymptotic methods versus resampling techniquesBritish Journal of Mathematical and Statistical Psychology, Sep 2017
- Outlying Observation Diagnostics in Growth Curve ModelingMultivariate Behavioral Research, Nov 2017
- Bayesian meta-analysis of correlation coefficients through power priorCommunications in Statistics - Theory and Methods, Feb 2017
- Logistic regression with misclassification in binary outcome variables: a method and softwareBehaviormetrika, Jul 2017
- Reliable and More Powerful Methods for Power Analysis in Structural Equation ModelingStructural Equation Modeling: A Multidisciplinary Journal, Feb 2017
2016
- Univariate and multivariate skewness and kurtosis for measuring nonnormality: Prevalence, influence and estimationBehavior Research Methods, Oct 2016
2015
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- Trivariate Modeling of Interparental Conflict and Adolescent Emotional Security: An Examination of Mother–Father–Child DynamicsJournal of Youth and Adolescence, Dec 2015
- Comparison of Inverse Wishart and Separation-Strategy Priors for Bayesian Estimation of Covariance Parameter Matrix in Growth Curve AnalysisStructural Equation Modeling: A Multidisciplinary Journal, Sep 2015
- Modeling error distributions of growth curve models through Bayesian methodsBehavior Research Methods, May 2015
- Robust Coefficients Alpha and Omega and Confidence Intervals With Outlying Observations and Missing Data: Methods and SoftwareEducational and Psychological Measurement, Jul 2015
- Perceived discrimination, coping, and quality of life for African-American and Caucasian persons with cancer.Cultural Diversity & Ethnic Minority Psychology, Jul 2015
2014
- Evaluation of a Bayesian Approach to Estimating Nonlinear Mixed-Effects Mixture ModelsStructural Equation Modeling: A Multidisciplinary Journal, Dec 2014
- Bias and Efficiency for SEM With Missing Data and Auxiliary Variables: Two-Stage Robust Method Versus Two-Stage MLStructural Equation Modeling: A Multidisciplinary Journal, Sep 2014
- Examining Change in Cortisol Patterns During the 10â€Week Transition to a New Childâ€Care SettingChild Development, Oct 2014
- Using R Package RAMpath for Tracing SEM Path Diagrams and Conducting Complex Longitudinal Data AnalysisStructural Equation Modeling: A Multidisciplinary Journal, Sep 2014
- Daily religious involvement, spirituality, and moral emotions.Psychology of Religion and Spirituality, Nov 2014
- Evaluation of Test Statistics for Robust Structural Equation Modeling With Nonnormal Missing DataStructural Equation Modeling: A Multidisciplinary Journal, Jul 2014
- WebBUGS: Conducting Bayesian Statistical Analysis OnlineJournal of Statistical Software, Jul 2014
- Analyzing Multiple Multivariate Time Series Data Using Multilevel Dynamic Factor ModelsMultivariate Behavioral Research, Jan 2014
- Robust growth mixture models with non-ignorable missingness: Models, estimation, selection, and applicationComputational Statistics & Data Analysis, Mar 2014
- Abstract: Semiparametric Bayesian Modeling With Application in Growth Curve AnalysisMultivariate Behavioral Research, May 2014
2013
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- Monte Carlo based statistical power analysis for mediation models: methods and softwareBehavior Research Methods, Dec 2013
- Bayesian growth curve models with the generalized error distributionJournal of Applied Statistics, Aug 2013
- Measurement Models, Estimation, and the Study of ChangeStructural Equation Modeling: A Multidisciplinary Journal, Jul 2013
- Modeling Nonlinear Change via Latent Change and Latent Acceleration Frameworks: Examining Velocity and Acceleration of Growth TrajectoriesMultivariate Behavioral Research, Jan 2013
- Bayesian Inference and Application of Robust Growth Curve Models Using Student’stDistributionStructural Equation Modeling: A Multidisciplinary Journal, Jan 2013
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2012
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- Depression and cancer survivorship: importance of coping selfâ€efficacy in postâ€treatment survivorsPsycho-Oncology, May 2012
- Robust Structural Equation Modeling with Missing Data and Auxiliary VariablesPsychometrika, Oct 2012
- Diagnostics of Robust Growth Curve Modeling Using Student’stDistributionMultivariate Behavioral Research, Jul 2012
- Structural Equation Modeling Diagnostics Using R Package semdiag and EQSStructural Equation Modeling: A Multidisciplinary Journal, Oct 2012
- A note on the robustness of a full Bayesian method for nonignorable missing data analysisBrazilian Journal of Probability and Statistics, Aug 2012
- Growth rate models: emphasizing growth rate analysis through growth curve modelingJournal of Applied Statistics, Jun 2012
2011
- A Bayesian discrete dynamic system by latent difference score structural equations models for multivariate repeated measures dataIn Statistical Methods for Modeling Human Dynamics, Jun 2011
- Longitudinal mediation analysis of training intervention effectsIn Statistical Methods for Modeling Human Dynamics, Jun 2011
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- Abstract: Evaluation of Test Statistics for Robust Structural Equation Modeling With Nonnormal Missing DataMultivariate Behavioral Research, Nov 2011
- Estimating and Testing Mediation Effects with Censored DataStructural Equation Modeling: A Multidisciplinary Journal, Jan 2011
- Parenting and the socialization of religiousness and spirituality.Psychology of Religion and Spirituality, Aug 2011
- Bayesian Inference for Growth Mixture Models with Latent Class Dependent Missing DataMultivariate Behavioral Research, Jul 2011
- Higher-Order Factor Invariance and Idiographic Mapping of Constructs to ObservablesApplied Developmental Science, Oct 2011
2010
- Abstract: Bayesian Inference for Growth Mixture Models With Nonignorable Missing DataMultivariate Behavioral Research, Nov 2010
2009
- Measuring Circadian Advantage in Major League Baseball: A 10-Year Retrospective StudyInternational Journal of Sports Physiology and Performance, Sep 2009
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- Statistical power analysis for growth curve models using SASBehavior Research Methods, Nov 2009
2008
- Methods for evaluating mediation effects: Rationale and comparisonIn New trends in psychometrics, Nov 2008
- Comparisons of Four Methods for Estimating a Dynamic Factor ModelStructural Equation Modeling: A Multidisciplinary Journal, Jul 2008
- A SAS Interface for Bayesian Analysis With WinBUGSStructural Equation Modeling: A Multidisciplinary Journal, Oct 2008
- Investigating Ceiling Effects in Longitudinal Data AnalysisMultivariate Behavioral Research, Sep 2008
2007
- Correlates of individual, and age-related, differences in short-term learningLearning and Individual Differences, Jul 2007
- Bayesian analysis of longitudinal data using growth curve modelsInternational Journal of Behavioral Development, Jul 2007
- Bayesian Estimation of Categorical Dynamic Factor ModelsMultivariate Behavioral Research, Dec 2007