{"id":6,"date":"2017-04-29T23:34:03","date_gmt":"2017-04-29T23:34:03","guid":{"rendered":"https:\/\/my.vanderbilt.edu\/sonyasterba\/publications\/"},"modified":"2026-01-05T09:42:14","modified_gmt":"2026-01-05T14:42:14","slug":"appendices-code","status":"publish","type":"page","link":"https:\/\/my.vanderbilt.edu\/sonyasterba\/appendices-code\/","title":{"rendered":"Appendices & Code"},"content":{"rendered":"
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Online appendix and code<\/a> for Rights, J.D., & Sterba, S.K. (In press). R-squared measures for multilevel models with three or more levels. Multivariate Behavioral Research<\/i>. DOI:10.1080\/00273171.2021.1985948<\/p>\n

Online appendix and code<\/a> for Sterba, S.K., & Rights, J.D. (2022).\u01c2<\/sup> R-squared measures for multilevel mixture models with random effects. Structural Equation Modeling<\/i>, 29<\/i>, 489-506. \u01c2<\/sup>Authors contributed equally.<\/p>\n

Online appendix and code<\/a> for Rights, J.D., & Sterba, S.K. (2021). Effect size measures for longitudinal growth analyses: Extending a framework of multilevel model R-squareds to accommodate heteroscedasticity, autocorrelation, nonlinearity, and alternative centering strategies. New Directions for Child and Adolescent Development<\/i>, 175<\/i>, 65-110 (Special Issue on Developmental Methods).<\/p>\n

Online appendix and code<\/a> & R package<\/a> for Rights, J.D., & Sterba, S.K. (2020). New recommendations on the use of R-squared differences in multilevel model comparisons. Multivariate Behavioral Research<\/i>, 55<\/i>, 568-599.<\/p>\n

Online appendix and code<\/a> & R package<\/a> for Rights, J.D., & Sterba, S.K. (2019). Quantifying explained variance in multilevel models: An integrative framework for defining R-squared measures. Psychological Methods<\/i>, 24<\/i>, 309-338.<\/p>\n

Online appendix and code<\/a> for Rights, J.D., & Sterba, S.K. (2018). A framework of R-squared measures for single-level and multilevel regression mixture models. Psychological Methods<\/i>, 23<\/i>, 434-457.<\/p>\n

Online appendix and code<\/a> for Rights, J.D., Sterba, S.K., Cho, S.-J., & Preacher, K.J. (2018). Addressing model uncertainty in item response theory person scores through model averaging. Behaviormetrika<\/i>, 45<\/i>, 495-503.<\/p>\n

Online appendix<\/a> and Online supplement<\/a> for Sterba, S.K. (2017). Partially nested designs in psychotherapy trials: A review of modeling developments. Psychotherapy Research<\/i>, 27<\/i>, 425-436.<\/p>\n

Online appendix<\/a> for Sterba, S.K., & Rights, J.D. (2017). Effects of parceling on model selection: Parcel-allocation variability in model ranking. Psychological Methods<\/i>, 22<\/i>, 47-68.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K. (2017). Pattern mixture models for quantifying missing data uncertainty in longitudinal invariance testing. Structural Equation Modeling<\/i>, 24<\/i>, 283-300.<\/p>\n

Online appendix and code<\/a> for Rights, J.D., & Sterba, S.K. (2016). The relationship between multilevel models and nonparametric multilevel mixture models: Discrete approximation of intraclass correlation, random coefficient distributions, and residual heteroscedasticity. British Journal of Mathematical and Statistical Psychology<\/i>, 69<\/i>, 316-343.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K. (2016). A latent transition analysis model for latent-state-dependent nonignorable missingness. Psychometrika<\/i>, 81<\/i>, 506-534.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K. (2016). Interpreting and testing interactions in conditional mixture models. Applied Developmental Science<\/i>, 20<\/i>, 29-43.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K., & Gottfredson, N.C. (2015). Diagnosing global case influence on MAR versus MNAR model comparisons. Structural Equation Modeling<\/i>, 22<\/i>, 294-307.<\/p>\n

Online appendix and code<\/a> for Lachowicz, M.J., Sterba, S.K., & Preacher, K.J. (2015). Investigating multilevel mediation with fully or partially nested data. Group Processes & Intergroup Relations<\/i>, 18<\/i>, 274-289.<\/p>\n

Online appendix<\/a> for Sterba, S.K. (2014). Handling missing covariates in conditional mixture models under missing at random assumptions. Multivariate Behavioral Research<\/i>, 49<\/i>, 614-632.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K., Preacher, K.J., Forehand, R., Hardcastle, E.J., Cole, D.A., & Compas, B.E. (2014). Structural equation modeling approaches for analyzing partially nested data. Multivariate Behavioral Research<\/i>, 49<\/i>, 93-118.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K. (2014). Fitting nonlinear latent growth curve models with individually varying time points. Structural Equation Modeling<\/i>, 21<\/i>, 630-647.<\/p>\n

Online appendix<\/a> for Sterba, S.K., & Bauer, D.J. (2014). Predictions of individual change recovered with latent class or random coefficient growth models. Structural Equation Modeling<\/i>, 21<\/i>, 342-360.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K. (2013). Understanding linkages among mixture models. Multivariate Behavioral Research<\/i>, 48<\/i>, 775-815.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K. & Pek, J. (2012). Individual influence on model selection. Psychological Methods<\/i>, 17<\/i>, 582-599.<\/p>\n

Online appendix<\/a> for Sterba, S.K., Baldasaro, R.E., & Bauer, D.J. (2012). Factors affecting the adequacy and preferability of semiparametric groups-based approximations of continuous growth trajectories. Multivariate Behavioral Research<\/i>, 40<\/i>, 590-634.<\/p>\n

Online appendix<\/a> for Bauer, D.J., & Sterba, S.K. (2011). Fitting multilevel models with ordinal outcomes: Performance of alternative specifications and methods of estimation. Psychological Methods<\/i>, 16<\/i>, 373-390.<\/p>\n

Online appendix<\/a> for Sterba, S.K. & Bauer, D.J. (2010). Matching method with theory in person-oriented developmental psychopathology research. Development & Psychopathology<\/i>, 22<\/i>, 239-254.<\/p>\n

Online appendix<\/a> for Sterba, S.K. & MacCallum, R.C. (2010). Variability in parameter estimates and model fit across repeated allocations of items to parcels. Multivariate Behavioral Research<\/i>, 45<\/i>, 322-358.<\/p>\n

Online appendix<\/a> for Sterba, S.K. Copeland, W., Egger, H., Costello, J., Erkanli, A., & Angold, A. (2010). Longitudinal dimensionality of adolescent psychopathology: Testing the differentiation hypothesis. Journal of Child Psychology and Psychiatry<\/i>, 51<\/i>, 871-884.<\/p>\n

Online appendix and code<\/a> for Sterba, S.K. (2009). Alternative model-based and design-based frameworks for inference from samples to populations: From polarization to integration. Multivariate Behavioral Research<\/i>, 44<\/i>, 711-740.<\/p>\n

Online appendix and code in SAS<\/a> or in SPSS<\/a> for Bauer, D.J., Sterba, S.K., & Hallfors, D. (2008). Evaluating group-based interventions when control participants are ungrouped. Multivariate Behavioral Research<\/i>, 43<\/i>, 210-246.<\/p>\n<\/div>\n

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© 2010-2026, Sonya K. Sterba<\/p>\n","protected":false},"excerpt":{"rendered":"

Online appendix and code for Rights, J.D., & Sterba, S.K. (In press). R-squared measures for multilevel models with three or more levels. Multivariate Behavioral Research. DOI:10.1080\/00273171.2021.1985948 Online appendix and code for Sterba, S.K., & Rights, J.D. (2022).\u01c2 R-squared measures for … Continue reading →<\/span><\/a><\/p>\n","protected":false},"author":6720,"featured_media":0,"parent":0,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/pages\/6","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/users\/6720"}],"replies":[{"embeddable":true,"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/comments?post=6"}],"version-history":[{"count":37,"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/pages\/6\/revisions"}],"predecessor-version":[{"id":341,"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/pages\/6\/revisions\/341"}],"wp:attachment":[{"href":"https:\/\/my.vanderbilt.edu\/sonyasterba\/wp-json\/wp\/v2\/media?parent=6"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}