| Regularized structural equation modeling R Jacobucci, KJ Grimm, JJ McArdle Structural equation modeling: a multidisciplinary journal 23 (4), 555-566, 2016 | 252 | 2016 |
| Preliminary investigation of the association between COVID-19 and suicidal thoughts and behaviors in the US BA Ammerman, TA Burke, R Jacobucci, K McClure Journal of Psychiatric Research 134, 32-38, 2021 | 205 | 2021 |
| The use of machine learning in the study of suicidal and non-suicidal self-injurious thoughts and behaviors: A systematic review TA Burke, BA Ammerman, R Jacobucci Journal of affective disorders 245, 869-884, 2019 | 191 | 2019 |
| The relationship between nonsuicidal self‐injury age of onset and severity of self‐harm BA Ammerman, R Jacobucci, EM Kleiman, LL Uyeji, MS McCloskey Suicide and Life‐Threatening Behavior 48 (1), 31-37, 2018 | 173 | 2018 |
| Using Classification and Regression Trees (CART) and random forests to analyze attrition: Results from two simulations. T Hayes, S Usami, R Jacobucci, JJ McArdle Psychology and aging 30 (4), 911, 2015 | 169 | 2015 |
| Machine learning and psychological research: The unexplored effect of measurement R Jacobucci, KJ Grimm Perspectives on Psychological Science 15 (3), 809-816, 2020 | 142 | 2020 |
| A practical guide to variable selection in structural equation modeling by using regularized multiple-indicators, multiple-causes models R Jacobucci, AM Brandmaier, RA Kievit Advances in methods and practices in psychological science 2 (1), 55-76, 2019 | 95 | 2019 |
| Exploratory mediation analysis via regularization S Serang, R Jacobucci, KC Brimhall, KJ Grimm Structural equation modeling: a multidisciplinary journal 24 (5), 733-744, 2017 | 85 | 2017 |
| Identifying the relative importance of non-suicidal self-injury features in classifying suicidal ideation, plans, and behavior using exploratory data mining TA Burke, R Jacobucci, BA Ammerman, M Piccirillo, MS McCloskey, ... Psychiatry research 262, 175-183, 2018 | 77 | 2018 |
| Development and validation of empirically derived frequency criteria for NSSI disorder using exploratory data mining. BA Ammerman, R Jacobucci, EM Kleiman, JJ Muehlenkamp, ... Psychological Assessment 29 (2), 221, 2017 | 64 | 2017 |
| Evidence of inflated prediction performance: A commentary on machine learning and suicide research R Jacobucci, AK Littlefield, AJ Millner, EM Kleiman, D Steinley Clinical Psychological Science 9 (1), 129-134, 2021 | 62 | 2021 |
| Regularized structural equation modeling to detect measurement bias: Evaluation of lasso, adaptive lasso, and elastic net X Liang, R Jacobucci Structural Equation Modeling: A Multidisciplinary Journal 27 (5), 722-734, 2020 | 57 | 2020 |
| How we ask matters: The impact of question wording in single-item measurement of suicidal thoughts and behaviors BA Ammerman, TA Burke, R Jacobucci, K McClure Preventive medicine 152, 106472, 2021 | 55 | 2021 |
| Nonlinear mixed-effects modeling programs in R G Stegmann, R Jacobucci, JR Harring, KJ Grimm Structural Equation Modeling: A Multidisciplinary Journal 25 (1), 160-165, 2018 | 47 | 2018 |
| Comparison of frequentist and Bayesian regularization in structural equation modeling R Jacobucci, KJ Grimm Structural Equation Modeling: A Multidisciplinary Journal 25 (4), 639-649, 2018 | 45 | 2018 |
| Quantifying the importance of lifetime frequency versus number of methods in conceptualizing nonsuicidal self-injury severity. BA Ammerman, R Jacobucci, BJ Turner, KL Dixon-Gordon, ... Psychology of violence 10 (4), 442, 2020 | 42 | 2020 |
| Using machine learning to classify suicide attempt history among youth in medical care settings TA Burke, R Jacobucci, BA Ammerman, LB Alloy, G Diamond Journal of affective disorders 268, 206-214, 2020 | 38 | 2020 |
| A comparison of methods for uncovering sample heterogeneity: Structural equation model trees and finite mixture models R Jacobucci, KJ Grimm, JJ McArdle Structural equation modeling: a multidisciplinary journal 24 (2), 270-282, 2017 | 37 | 2017 |
| Deductive data mining. M Hong, R Jacobucci, G Lubke Psychological Methods 25 (6), 691, 2020 | 29 | 2020 |
| Exploratory analysis of mediators of the relationship between childhood maltreatment and suicidal behavior BA Ammerman, S Serang, R Jacobucci, TA Burke, LB Alloy, ... Journal of adolescence 69, 103-112, 2018 | 29 | 2018 |