List of works - Ross Jacobucci

A Comparison of Methods for Uncovering Sample Heterogeneity: Structural Equation Model Trees and Finite Mixture Models

scientific article published on 7 December 2016

A Practical Guide to Variable Selection in Structural Equation Modeling by Using Regularized Multiple-Indicators, Multiple-Causes Models

scientific article published on 25 March 2019

A Short Note on Interpretation in the Dual Change Score Model

scholarly article

An examination of individual forms of nonsuicidal self-injury

scientific article published on 20 June 2019

Bayesian Supervised Topic Modeling with Covariates

scientific article published on 02 December 2019

Comparison of frequentist and Bayesian regularization in structural equation modeling.

scientific article published on 16 January 2018

Deductive data mining

scientific article published on 09 January 2020

Development and validation of empirically derived frequency criteria for NSSI disorder using exploratory data mining

scientific article

Empirically determined severity levels for binge-eating disorder outperform existing severity classification schemes

scientific article published on 30 June 2020

Examining the factor structure of the Big Five Inventory-2 personality domains with an adolescent sample

scientific article published on 05 November 2020

Exploratory Mediation Analysis of Dichotomous Outcomes via Regularization

scientific article published on 08 May 2019

Exploratory Mediation Analysis via Regularization

scientific article published on 25 April 2017

Exploratory analysis of mediators of the relationship between childhood maltreatment and suicidal behavior

scientific article published on 01 October 2018

Future Time Perspective in Mid-to-Later Life: The Role of Personality

scientific article published on 22 October 2019

Identifying the relative importance of non-suicidal self-injury features in classifying suicidal ideation, plans, and behavior using exploratory data mining.

scientific article published on 31 January 2018

Machine Learning and Psychological Research: The Unexplored Effect of Measurement

scientific article published on 29 April 2020

Negative Cognitive Style and Cortisol Reactivity to a Laboratory Stressor: a Preliminary Study ⬇️

scholarly article

Preliminary investigation of the association between COVID-19 and suicidal thoughts and behaviors in the U.S.

scientific article published on 15 December 2020

Quantifying the importance of lifetime frequency versus number of methods in conceptualizing nonsuicidal self-injury severity. ⬇️

scholarly article

Reconsidering important outcomes of the nonsuicidal self-injury disorder diagnostic criterion A

scientific article published on 08 February 2019

Recursive Partitioning with Nonlinear Models of Change

scientific article published on 23 April 2018

Regularized Structural Equation Modeling

scientific article published on 12 April 2016

Regularized Structural Equation Modeling to Detect Measurement Bias: Evaluation of Lasso, Adaptive Lasso, and Elastic Net ⬇️

scholarly article

Reliable Trees: Reliability Informed Recursive Partitioning for Psychological Data

scientific article published on 16 April 2020

The Relationship Between Nonsuicidal Self-Injury Age of Onset and Severity of Self-Harm.

scientific article published on 3 February 2017

The bidirectional relationship between physical health and memory

scientific article published on 19 October 2020

The performance of latent growth curve model-based structural equation model trees to uncover population heterogeneity in growth trajectories

scholarly article published on 19 May 2018

The use of machine learning in the study of suicidal and non-suicidal self-injurious thoughts and behaviors: A systematic review

scientific article published on 12 November 2018

Using Classification and Regression Trees (CART) and random forests to analyze attrition: Results from two simulations

scientific article

Using Exploratory Data Mining to Identify Important Correlates of Nonsuicidal Self-Injury Frequency

scientific article published on 17 August 2017

Using machine learning to classify suicide attempt history among youth in medical care settings

scientific article published on 28 February 2020

List of works by Ross Jacobucci

A Comparison of Methods for Uncovering Sample Heterogeneity: Structural Equation Model Trees and Finite Mixture Models

A Practical Guide to Variable Selection in Structural Equation Modeling by Using Regularized Multiple-Indicators, Multiple-Causes Models

A Short Note on Interpretation in the Dual Change Score Model

An examination of individual forms of nonsuicidal self-injury

Bayesian Supervised Topic Modeling with Covariates

Comparison of frequentist and Bayesian regularization in structural equation modeling.

Deductive data mining

Development and validation of empirically derived frequency criteria for NSSI disorder using exploratory data mining

Empirically determined severity levels for binge-eating disorder outperform existing severity classification schemes

Examining the factor structure of the Big Five Inventory-2 personality domains with an adolescent sample

Exploratory Mediation Analysis of Dichotomous Outcomes via Regularization

Exploratory Mediation Analysis via Regularization

Exploratory analysis of mediators of the relationship between childhood maltreatment and suicidal behavior

Future Time Perspective in Mid-to-Later Life: The Role of Personality

Identifying the relative importance of non-suicidal self-injury features in classifying suicidal ideation, plans, and behavior using exploratory data mining.

Machine Learning and Psychological Research: The Unexplored Effect of Measurement

Negative Cognitive Style and Cortisol Reactivity to a Laboratory Stressor: a Preliminary Study ⬇️

Preliminary investigation of the association between COVID-19 and suicidal thoughts and behaviors in the U.S.

Quantifying the importance of lifetime frequency versus number of methods in conceptualizing nonsuicidal self-injury severity. ⬇️

Reconsidering important outcomes of the nonsuicidal self-injury disorder diagnostic criterion A

Recursive Partitioning with Nonlinear Models of Change

Regularized Structural Equation Modeling

Regularized Structural Equation Modeling to Detect Measurement Bias: Evaluation of Lasso, Adaptive Lasso, and Elastic Net ⬇️

Reliable Trees: Reliability Informed Recursive Partitioning for Psychological Data

The Relationship Between Nonsuicidal Self-Injury Age of Onset and Severity of Self-Harm.

The bidirectional relationship between physical health and memory

The performance of latent growth curve model-based structural equation model trees to uncover population heterogeneity in growth trajectories

The use of machine learning in the study of suicidal and non-suicidal self-injurious thoughts and behaviors: A systematic review

Using Classification and Regression Trees (CART) and random forests to analyze attrition: Results from two simulations

Using Exploratory Data Mining to Identify Important Correlates of Nonsuicidal Self-Injury Frequency

Using machine learning to classify suicide attempt history among youth in medical care settings

Variable Selection in Structural Equation Models with Regularized MIMIC Models