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Dexin Shi - Publications

Affiliations: 
University of South Carolina, Columbia, SC 
Area:
Quantitative Psychology
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39 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Shi D, Zhang B, Liu R, Jiang Z. Evaluating Close Fit in Ordinal Factor Analysis Models With Multiply Imputed Data. Educational and Psychological Measurement. 84: 171-189. PMID 38250503 DOI: 10.1177/00131644231158854  0.462
2023 Shi D, Fairchild AJ, Wiedermann W. One step at a time: A statistical approach for distinguishing mediators, confounders, and colliders using direction dependence analysis. Psychological Methods. PMID 38127569 DOI: 10.1037/met0000619  0.379
2023 Wiedermann W, Zhang B, Shi D. Detecting heterogeneity in the causal direction of dependence: A model-based recursive partitioning approach. Behavior Research Methods. PMID 37858004 DOI: 10.3758/s13428-023-02253-8  0.342
2022 Jiang Z, Han Y, Xu L, Shi D, Liu R, Ouyang J, Cai F. The NEAT Equating Via Chaining Random Forests in the Context of Small Sample Sizes: A Machine-Learning Method. Educational and Psychological Measurement. 83: 984-1006. PMID 37663533 DOI: 10.1177/00131644221120899  0.3
2022 Han Y, Zhang J, Jiang Z, Shi D. Is the Area Under Curve Appropriate for Evaluating the Fit of Psychometric Models? Educational and Psychological Measurement. 83: 586-608. PMID 37187692 DOI: 10.1177/00131644221098182  0.398
2022 Liu R, Heo I, Liu H, Shi D, Jiang Z. Applying Negative Binomial Distribution in Diagnostic Classification Models for Analyzing Count Data. Applied Psychological Measurement. 47: 64-75. PMID 36425286 DOI: 10.1177/01466216221124604  0.337
2021 Jiang Z, Raymond M, DiStefano C, Shi D, Liu R, Sun J. A Monte Carlo Study of Confidence Interval Methods for Generalizability Coefficient. Educational and Psychological Measurement. 82: 705-718. PMID 35754612 DOI: 10.1177/00131644211033899  0.366
2021 Liu R, Liu H, Shi D, Jiang Z. Poisson Diagnostic Classification Models: A Framework and an Exploratory Example. Educational and Psychological Measurement. 82: 506-516. PMID 35444338 DOI: 10.1177/00131644211017961  0.316
2021 Shi D, DiStefano C, Zheng X, Liu R, Jiang Z. Fitting Latent Growth Models with Small Sample Sizes and Non-normal Missing Data. International Journal of Behavioral Development. 45: 179-192. PMID 33664535 DOI: 10.1177/0165025420979365  0.408
2021 Shi D, DiStefano C, Maydeu-Olivares A, Lee T. Evaluating SEM Model Fit with Small Degrees of Freedom. Multivariate Behavioral Research. 1-36. PMID 33576257 DOI: 10.1080/00273171.2020.1868965  0.698
2021 Lee T, Shi D. A comparison of full information maximum likelihood and multiple imputation in structural equation modeling with missing data. Psychological Methods. PMID 33507765 DOI: 10.1037/met0000381  0.413
2021 Thompson YT, Song H, Shi D, Liu Z. It Matters: Reference Indicator Selection in Measurement Invariance Tests. Educational and Psychological Measurement. 81: 5-38. PMID 33456060 DOI: 10.1177/0013164420926565  0.712
2020 Pavlov G, Maydeu-Olivares A, Shi D. Using the Standardized Root Mean Squared Residual (SRMR) to Assess Exact Fit in Structural Equation Models Educational and Psychological Measurement. 81: 110-130. PMID 33456064 DOI: 10.1177/0013164420926231  0.68
2020 Shi D, Siceloff ER, Castellanos RE, Bridges RM, Jiang Z, Flory K, Benson K. Revisiting the Effect of Varying the Number of Response Alternatives in Clinical Assessment: Evidence From Measuring ADHD Symptoms. Assessment. 1073191120952885. PMID 32917122 DOI: 10.1177/1073191120952885  0.366
2020 Flory K, Shi D, Siceloff ER, Roberts AM, Castellanos R, Neger E, Taylor S, Benson K. The Factor Structure and Gender Invariance of ADHD Symptoms in College Students. Assessment. 1073191120918934. PMID 32452694 DOI: 10.1177/1073191120918934  0.329
2020 Shi D, Maydeu-Olivares A. The Effect of Estimation Methods on SEM Fit Indices. Educational and Psychological Measurement. 80: 421-445. PMID 32425213 DOI: 10.1177/0013164419885164  0.708
2020 Jiang Z, Raymond M, Shi D, DiStefano C. Using a linear mixed-effect model framework to estimate multivariate generalizability theory parameters in R. Behavior Research Methods. PMID 32415559 DOI: 10.3758/S13428-020-01399-Z  0.321
2020 Shi D, Lee T, Fairchild AJ, Maydeu-Olivares A. Fitting Ordinal Factor Analysis Models With Missing Data: A Comparison Between Pairwise Deletion and Multiple Imputation. Educational and Psychological Measurement. 80: 41-66. PMID 31933492 DOI: 10.1177/0013164419845039  0.684
2020 DiStefano C, Shi D, Morgan GB. Collapsing Categories is Often More Advantageous than Modeling Sparse Data: Investigations in the CFA Framework Structural Equation Modeling. 1-13. DOI: 10.1080/10705511.2020.1803073  0.398
2020 Pavlov G, Shi D, Maydeu-Olivares A. Chi-square Difference Tests for Comparing Nested Models: An Evaluation with Non-normal Data Structural Equation Modeling. 1-10. DOI: 10.1080/10705511.2020.1717957  0.685
2020 Gao C, Shi D, Maydeu-Olivares A. Estimating the Maximum Likelihood Root Mean Square Error of Approximation (RMSEA) with Non-normal Data: A Monte-Carlo Study Structural Equation Modeling. 27: 192-201. DOI: 10.1080/10705511.2019.1637741  0.675
2020 Shi D, Maydeu-Olivares A, Rosseel Y. Assessing Fit in Ordinal Factor Analysis Models: SRMR vs. RMSEA Structural Equation Modeling. 27: 1-15. DOI: 10.1080/10705511.2019.1611434  0.682
2019 Maydeu-Olivares A, Shi D, Fairchild AJ. Estimating causal effects in linear regression models with observational data: The instrumental variables regression model. Psychological Methods. PMID 31294588 DOI: 10.1037/Met0000226  0.705
2019 DiStefano C, McDaniel HL, Zhang L, Shi D, Jiang Z. Fitting Large Factor Analysis Models With Ordinal Data. Educational and Psychological Measurement. 79: 417-436. PMID 31105317 DOI: 10.1177/0013164418818242  0.538
2019 Fairchild AJ, Cai C, McDaniel H, Shi D, Gottschall A, Masyn KE. Evaluating a Method to Estimate Mediation Effects With Discrete-Time Survival Outcomes. Frontiers in Psychology. 10: 740. PMID 31024391 DOI: 10.3389/Fpsyg.2019.00740  0.493
2019 Shi D, Lee T, Maydeu-Olivares A. Understanding the Model Size Effect on SEM Fit Indices. Educational and Psychological Measurement. 79: 310-334. PMID 30911195 DOI: 10.1177/0013164418783530  0.694
2019 Maydeu-Olivares A, Shi D, Rosseel Y. Instrumental Variables Two-Stage Least Squares (2SLS) vs. Maximum Likelihood Structural Equation Modeling of Causal Effects in Linear Regression Models Structural Equation Modeling. 26: 876-892. DOI: 10.1080/10705511.2019.1607740  0.715
2018 Shi D, Maydeu-Olivares A, DiStefano C. The Relationship Between the Standardized Root Mean Square Residual and Model Misspecification in Factor Analysis Models. Multivariate Behavioral Research. 1-19. PMID 30596259 DOI: 10.1080/00273171.2018.1476221  0.699
2018 Shi D, Song H, DiStefano C, Maydeu-Olivares A, McDaniel HL, Jiang Z. Evaluating Factorial Invariance: An Interval Estimation Approach Using Bayesian Structural Equation Modeling. Multivariate Behavioral Research. 1-22. PMID 30569738 DOI: 10.1080/00273171.2018.1514484  0.772
2018 Jiang Z, Walker K, Shi D, Cao J. Improving generalizability coefficient estimate accuracy: A way to incorporate auxiliary information: Methodological Innovations Online. 11: 205979911879139. DOI: 10.1177/2059799118791397  0.453
2018 Shi D, DiStefano C, McDaniel HL, Jiang Z. Examining Chi-Square Test Statistics Under Conditions of Large Model Size and Ordinal Data Structural Equation Modeling: a Multidisciplinary Journal. 25: 924-945. DOI: 10.1080/10705511.2018.1449653  0.52
2018 Maydeu-Olivares A, Shi D, Rosseel Y. Assessing Fit in Structural Equation Models: A Monte-Carlo Evaluation of RMSEA Versus SRMR Confidence Intervals and Tests of Close Fit Structural Equation Modeling. 25: 389-402. DOI: 10.1080/10705511.2017.1389611  0.712
2018 Shi D, Lee T, Terry RA. Revisiting the Model Size Effect in Structural Equation Modeling Structural Equation Modeling. 25: 21-40. DOI: 10.1080/10705511.2017.1369088  0.738
2017 Shi D, Song H, Lewis MD. The Impact of Partial Factorial Invariance on Cross-Group Comparisons. Assessment. 1073191117711020. PMID 28598216 DOI: 10.1177/1073191117711020  0.735
2017 Shi D, Song H, Liao X, Terry R, Snyder LA. Bayesian SEM for Specification Search Problems in Testing Factorial Invariance. Multivariate Behavioral Research. 1-15. PMID 28429965 DOI: 10.1080/00273171.2017.1306432  0.748
2017 DiStefano C, Liu J, Jiang N, Shi D. Examination of the Weighted Root Mean Square Residual: Evidence for Trustworthiness? Structural Equation Modeling: a Multidisciplinary Journal. 25: 453-466. DOI: 10.1080/10705511.2017.1390394  0.343
2017 Maydeu-Olivares A, Shi D. Effect Sizes of Model Misfit in Structural Equation Models Methodology. 13: 23-30. DOI: 10.1027/1614-2241/a000129  0.683
2016 He Y, Zhou X, Shi D, Song H, Zhang H, Shi J. New Evidence on Causal Relationship between Approximate Number System (ANS) Acuity and Arithmetic Ability in Elementary-School Students: A Longitudinal Cross-Lagged Analysis. Frontiers in Psychology. 7: 1052. PMID 27462291 DOI: 10.3389/Fpsyg.2016.01052  0.681
2015 Shi D, Lee T, Terry RA. Abstract: Revisiting the Model Size Effect in Structural Equation Modeling (SEM). Multivariate Behavioral Research. 50: 142. PMID 26609760 DOI: 10.1080/00273171.2014.989012  0.693
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