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Sonya K. Sterba, Ph.D. - Publications

Affiliations: 
2010 Psychology University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Psychometrics Psychology
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36 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
2019 Rights JD, Sterba SK. New Recommendations on the Use of R-Squared Differences in Multilevel Model Comparisons. Multivariate Behavioral Research. 1-32. PMID 31559890 DOI: 10.1080/00273171.2019.1660605  0.349
2019 Sterba SK. Problems with Rationales for Parceling that Fail to Consider Parcel-Allocation Variability. Multivariate Behavioral Research. 1-24. PMID 30755036 DOI: 10.1080/00273171.2018.1522497  0.41
2018 Rights JD, Sterba SK. Quantifying explained variance in multilevel models: An integrative framework for defining R-squared measures. Psychological Methods. PMID 29999378 DOI: 10.1037/Met0000184  0.341
2018 Lee WY, Cho SJ, Sterba SK. Ignoring a Multilevel Structure in Mixture Item Response Models: Impact on Parameter Recovery and Model Selection. Applied Psychological Measurement. 42: 136-154. PMID 29882542 DOI: 10.1177/0146621617711999  0.339
2018 Preacher KJ, Sterba SK. Aptitude-by-Treatment Interactions in Research on Educational Interventions Exceptional Children. 85: 248-264. DOI: 10.1177/0014402918802803  0.345
2018 Rights JD, Sterba SK, Cho S, Preacher KJ. Addressing model uncertainty in item response theory person scores through model averaging Behaviormetrika. 45: 495-503. DOI: 10.1007/S41237-018-0052-1  0.394
2017 Rights JD, Sterba SK. A Framework of R-Squared Measures for Single-Level and Multilevel Regression Mixture Models. Psychological Methods. PMID 28301198 DOI: 10.1037/Met0000139  0.378
2017 Sterba SK, Rights JD. Effects of parceling on model selection: Parcel-allocation variability in model ranking. Psychological Methods. 22: 47-68. PMID 27045852 DOI: 10.1037/Met0000067  0.436
2016 Gottfredson NC, Sterba SK, Jackson KM. Explicating the Conditions Under Which Multilevel Multiple Imputation Mitigates Bias Resulting from Random Coefficient-Dependent Missing Longitudinal Data. Prevention Science : the Official Journal of the Society For Prevention Research. PMID 27866307 DOI: 10.1007/S11121-016-0735-3  0.614
2016 Rights JD, Sterba SK. The relationship between multilevel models and non-parametric multilevel mixture models: Discrete approximation of intraclass correlation, random coefficient distributions, and residual heteroscedasticity. The British Journal of Mathematical and Statistical Psychology. 69: 316-343. PMID 27458827 DOI: 10.1111/Bmsp.12073  0.462
2016 Sterba SK, Rights JD. Accounting for Parcel-Allocation Variability in Practice: Combining Sources of Uncertainty and Choosing the Number of Allocations. Multivariate Behavioral Research. 51: 296-313. PMID 27054282 DOI: 10.1080/00273171.2016.1144502  0.355
2016 Sterba SK. A Latent Transition Analysis Model for Latent-State-Dependent Nonignorable Missingness. Psychometrika. 81: 506-34. PMID 25697371 DOI: 10.1007/S11336-015-9442-4  0.344
2016 Sterba SK. Cautions on the Use of Multiple Imputation When Selecting Between Latent Categorical versus Continuous Models for Psychological Constructs. Journal of Clinical Child and Adolescent Psychology : the Official Journal For the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53. 45: 167-75. PMID 25491166 DOI: 10.1080/15374416.2014.958839  0.441
2016 Sterba SK. Pattern Mixture Models for Quantifying Missing Data Uncertainty in Longitudinal Invariance Testing Structural Equation Modeling: a Multidisciplinary Journal. 24: 283-300. DOI: 10.1080/10705511.2016.1250635  0.418
2015 Sterba SK. Partially nested designs in psychotherapy trials: A review of modeling developments. Psychotherapy Research : Journal of the Society For Psychotherapy Research. 1-12. PMID 26686878 DOI: 10.1080/10503307.2015.1114688  0.332
2015 Lachowicz MJ, Sterba SK, Preacher KJ. Investigating multilevel mediation with fully or partially nested data Group Processes and Intergroup Relations. 18: 274-289. DOI: 10.1177/1368430214550343  0.377
2015 Sterba SK. Interpreting and Testing Interactions in Conditional Mixture Models Applied Developmental Science. 20: 29-43. DOI: 10.1080/10888691.2015.1046987  0.404
2014 Sterba SK, Preacher KJ, Forehand R, Hardcastle EJ, Cole DA, Compas BE. Structural Equation Modeling Approaches for Analyzing Partially Nested Data. Multivariate Behavioral Research. 49: 93-118. PMID 26741171 DOI: 10.1080/00273171.2014.882253  0.393
2014 Sterba SK. Handling Missing Covariates in Conditional Mixture Models Under Missing at Random Assumptions. Multivariate Behavioral Research. 49: 614-32. PMID 26735361 DOI: 10.1080/00273171.2014.950719  0.409
2014 Sterba SK, Gottfredson NC. Diagnosing Global Case Influence on MAR Versus MNAR Model Comparisons Structural Equation Modeling: a Multidisciplinary Journal. 22: 294-307. DOI: 10.1080/10705511.2014.936082  0.627
2014 Sterba SK. Fitting Nonlinear Latent Growth Curve Models With Individually Varying Time Points Structural Equation Modeling: a Multidisciplinary Journal. 21: 630-647. DOI: 10.1080/10705511.2014.919828  0.39
2014 Sterba SK, Bauer DJ. Predictions of Individual Change Recovered With Latent Class or Random Coefficient Growth Models Structural Equation Modeling. 21: 342-360. DOI: 10.1080/10705511.2014.915189  0.61
2013 Sterba SK. Understanding Linkages Among Mixture Models. Multivariate Behavioral Research. 48: 775-815. PMID 26745595 DOI: 10.1080/00273171.2013.827564  0.388
2012 Sterba SK, Baldasaro RE, Bauer DJ. Factors Affecting the Adequacy and Preferability of Semiparametric Groups-Based Approximations of Continuous Growth Trajectories. Multivariate Behavioral Research. 47: 590-634. PMID 26777671 DOI: 10.1080/00273171.2012.692639  0.638
2012 Sterba SK, Pek J. Individual influence on model selection. Psychological Methods. 17: 582-99. PMID 22845875 DOI: 10.1037/A0029253  0.417
2011 Bauer DJ, Sterba SK. Fitting multilevel models with ordinal outcomes: performance of alternative specifications and methods of estimation. Psychological Methods. 16: 373-90. PMID 22040372 DOI: 10.1037/A0025813  0.609
2011 Sterba SK. Implications of Parcel-Allocation Variability for Comparing Fit of Item-Solutions and Parcel-Solutions Structural Equation Modeling: a Multidisciplinary Journal. 18: 554-577. DOI: 10.1080/10705511.2011.607073  0.305
2010 Sterba SK, MacCallum RC. Variability in Parameter Estimates and Model Fit Across Repeated Allocations of Items to Parcels. Multivariate Behavioral Research. 45: 322-58. PMID 26760288 DOI: 10.1080/00273171003680302  0.375
2010 Sterba SK, Bauer DJ. Matching method with theory in person-oriented developmental psychopathology research. Development and Psychopathology. 22: 239-54. PMID 20423538 DOI: 10.1017/S0954579410000015  0.555
2010 Sterba SK, Bauer DJ. Statistically evaluating person-oriented principles revisited Development and Psychopathology. 22: 287-294. DOI: 10.1017/S0954579410000064  0.55
2009 Pek J, Sterba SK, Kok BE, Bauer DJ. Estimating and Visualizing Nonlinear Relations Among Latent Variables: A Semiparametric Approach. Multivariate Behavioral Research. 44: 407-36. PMID 26735591 DOI: 10.1080/00273170903103290  0.576
2009 Sterba SK. Alternative Model-Based and Design-Based Frameworks for Inference From Samples to Populations: From Polarization to Integration. Multivariate Behavioral Research. 44: 711-740. PMID 20411042 DOI: 10.1080/00273170903333574  0.373
2009 Pek J, Sterba SK, Kok BE, Bauer DJ. Estimating and visualizing nonlinear relations among latent variables: A semiparametric approach Multivariate Behavioral Research. 44: 407-436. DOI: 10.1080/00273170903103290  0.478
2008 Sterba SK, Mathiowetz RE, Bauer DJ. Abstract: Adequacy of Semiparametric Approximations for Growth Models with Nonnormal Random Effects. Multivariate Behavioral Research. 43: 658-659. PMID 26771433 DOI: 10.1080/00273170802640509  0.626
2008 Bauer DJ, Sterba SK, Hallfors DD. Evaluating Group-Based Interventions When Control Participants Are Ungrouped. Multivariate Behavioral Research. 43: 210-236. PMID 20396621 DOI: 10.1080/00273170802034810  0.583
2007 Sterba SK, Prinstein MJ, Cox MJ. Trajectories of internalizing problems across childhood: heterogeneity, external validity, and gender differences. Development and Psychopathology. 19: 345-66. PMID 17459174 DOI: 10.1017/S0954579407070174  0.321
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