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Ross C Jacobucci
Ross C Jacobucci
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Title
Cited by
Cited by
Year
Regularized structural equation modeling
R Jacobucci, KJ Grimm, JJ McArdle
Structural equation modeling: a multidisciplinary journal 23 (4), 555-566, 2016
2232016
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
1802021
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
1552019
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
1552015
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
1392018
Machine learning and psychological research: The unexplored effect of measurement
R Jacobucci, KJ Grimm
Perspectives on Psychological Science 15 (3), 809-816, 2020
1022020
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
772019
Exploratory mediation analysis via regularization
S Serang, R Jacobucci, KC Brimhall, KJ Grimm
Structural equation modeling: a multidisciplinary journal 24 (5), 733-744, 2017
722017
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
612018
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
582017
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
482021
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
462020
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
402018
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
362018
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
352021
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
352020
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
352017
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
342020
Using exploratory data mining to identify important correlates of nonsuicidal self-injury frequency.
BA Ammerman, R Jacobucci, MS McCloskey
Psychology of Violence 8 (4), 515, 2018
242018
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
232018
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