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Ross Jacobucci - Publications

Affiliations: 
2013- Psychology University of Southern California, Los Angeles, CA, United States 
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25 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 Wilcox KT, Jacobucci R, Zhang Z, Ammerman BA. Supervised latent Dirichlet allocation with covariates: A Bayesian structural and measurement model of text and covariates. Psychological Methods. PMID 36603124 DOI: 10.1037/met0000541  0.339
2021 Grimm KJ, Jacobucci R, Stegmann G, Serang S. Explorations of Individual Change Processes and Their Determinants: A Novel Approach and Remaining Challenges. Multivariate Behavioral Research. 1-18. PMID 34236928 DOI: 10.1080/00273171.2021.1941728  0.75
2020 Nelson NA, Jacobucci R, Grimm KJ, Zelinski EM. The bidirectional relationship between physical health and memory. Psychology and Aging. PMID 33074692 DOI: 10.1037/pag0000579  0.472
2020 Jacobucci R, Grimm KJ. Machine Learning and Psychological Research: The Unexplored Effect of Measurement. Perspectives On Psychological Science : a Journal of the Association For Psychological Science. 15: 809-816. PMID 32348703 DOI: 10.1177/1745691620902467  0.544
2020 Grimm KJ, Jacobucci R. Reliable Trees: Reliability Informed Recursive Partitioning for Psychological Data. Multivariate Behavioral Research. 1-13. PMID 32298157 DOI: 10.1080/00273171.2020.1751028  0.564
2020 Hong M, Jacobucci R, Lubke G. Deductive data mining. Psychological Methods. PMID 31916800 DOI: 10.1037/Met0000252  0.382
2020 Serang S, Jacobucci R, Stegmann G, Brandmaier AM, Culianos D, Grimm KJ. Mplus Trees: Structural Equation Model Trees Using Mplus Structural Equation Modeling. 1-11. DOI: 10.1080/10705511.2020.1726179  0.73
2020 Liang X, Jacobucci R. Regularized Structural Equation Modeling to Detect Measurement Bias: Evaluation of Lasso, Adaptive Lasso, and Elastic Net Structural Equation Modeling. 27: 722-734. DOI: 10.1080/10705511.2019.1693273  0.355
2019 Wilcox KT, Jacobucci R, Zhang Z. Bayesian Supervised Topic Modeling with Covariates. Multivariate Behavioral Research. 1. PMID 31790609 DOI: 10.1080/00273171.2019.1695568  0.398
2019 Jacobucci R, Brandmaier AM, Kievit RA. A Practical Guide to Variable Selection in Structural Equation Models with Regularized MIMIC Models. Advances in Methods and Practices in Psychological Science. 2: 55-76. PMID 31463424 DOI: 10.1177/2515245919826527  0.383
2019 Ammmerman BA, Hong M, Sorgi K, Park Y, Jacobucci R, McCloskey MS. An examination of individual forms of nonsuicidal self-injury. Psychiatry Research. 278: 268-274. PMID 31238297 DOI: 10.1016/J.Psychres.2019.06.029  0.314
2019 Serang S, Jacobucci R. Exploratory Mediation Analysis of Dichotomous Outcomes via Regularization. Multivariate Behavioral Research. 1-18. PMID 31066588 DOI: 10.1080/00273171.2019.1608145  0.687
2019 Jacobucci R, Serang S, Grimm KJ. A Short Note on Interpretation in the Dual Change Score Model Structural Equation Modeling: a Multidisciplinary Journal. 26: 924-930. DOI: 10.1080/10705511.2019.1619457  0.712
2018 Jacobucci R, Grimm KJ. Comparison of frequentist and Bayesian regularization in structural equation modeling. Structural Equation Modeling : a Multidisciplinary Journal. 25: 639-649. PMID 30906179 DOI: 10.1080/10705511.2017.1410822  0.624
2018 Ammerman BA, Serang S, Jacobucci R, Burke TA, Alloy LB, McCloskey MS. Exploratory analysis of mediators of the relationship between childhood maltreatment and suicidal behavior. Journal of Adolescence. 69: 103-112. PMID 30286328 DOI: 10.1016/J.Adolescence.2018.09.004  0.645
2018 Hong MR, Jacobucci R. Review of Growth Modeling: Structural Equation and Multilevel Modeling Approaches (Grimm, Ram & Estabrook, 2017). Psychometrika. PMID 30159658 DOI: 10.1007/S11336-018-9634-9  0.446
2018 Stegmann G, Jacobucci R, Serang S, Grimm KJ. Recursive Partitioning with Nonlinear Models of Change. Multivariate Behavioral Research. 1-12. PMID 29683722 DOI: 10.1080/00273171.2018.1461602  0.73
2018 Usami S, Jacobucci R, Hayes T. The performance of latent growth curve model-based structural equation model trees to uncover population heterogeneity in growth trajectories Computational Statistics. 34: 1-22. DOI: 10.1007/S00180-018-0815-X  0.642
2017 Serang S, Jacobucci R, Brimhall KC, Grimm KJ. Exploratory Mediation Analysis via Regularization. Structural Equation Modeling : a Multidisciplinary Journal. 24: 733-744. PMID 29225454 DOI: 10.1080/10705511.2017.1311775  0.718
2017 Jacobucci R, Grimm KJ, McArdle JJ. A Comparison of Methods for Uncovering Sample Heterogeneity: Structural Equation Model Trees and Finite Mixture Models. Structural Equation Modeling : a Multidisciplinary Journal. 24: 270-282. PMID 29225453 DOI: 10.1080/10705511.2016.1250637  0.692
2017 Stegmann G, Jacobucci R, Harring JR, Grimm KJ. Nonlinear Mixed-Effects Modeling Programs in R Structural Equation Modeling: a Multidisciplinary Journal. 25: 160-165. DOI: 10.1080/10705511.2017.1396187  0.585
2016 Jacobucci R, Grimm KJ, McArdle JJ. Regularized Structural Equation Modeling. Structural Equation Modeling : a Multidisciplinary Journal. 23: 555-566. PMID 27398019 DOI: 10.1080/10705511.2016.1154793  0.696
2016 Ammerman BA, Jacobucci R, Kleiman EM, Muehlenkamp JJ, McCloskey MS. Development and Validation of Empirically Derived Frequency Criteria for NSSI Disorder Using Exploratory Data Mining. Psychological Assessment. PMID 27176128 DOI: 10.1037/Pas0000334  0.316
2015 Jacobucci R, McArdle JJ. Regularized Structural Equation Modeling. Multivariate Behavioral Research. 50: 736. PMID 26717139 DOI: 10.1080/00273171.2015.1121125  0.505
2015 Hayes T, Usami S, Jacobucci R, McArdle JJ. Using Classification and Regression Trees (CART) and Random Forests to Analyze Attrition: Results From Two Simulations. Psychology and Aging. PMID 26389526 DOI: 10.1037/Pag0000046  0.654
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