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A critique of using the labels confirmatory and exploratory in modern psychological research

Frontiers in psychology, 2022-12, Vol.13, p.1020770-1020770

Jacobucci, Ross

2022

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

Journal of psychiatric research, 2021-02, Vol.134, p.32-38

2021

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

Journal of affective disorders, 2019-02, Vol.245, p.869-884

2019

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Using Classification and Regression Trees (CART) and Random Forests to Analyze Attrition: Results From Two Simulations

Psychology and aging, 2015-12, Vol.30 (4), p.911-929

2015

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

Psychological medicine, 2022-03, Vol.52 (4), p.685-695

2022

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Examining Passively Collected Smartphone-Based Data in the Days Prior to Psychiatric Hospitalization for a Suicidal Crisis: Comparative Case Analysis

JMIR formative research, 2024-03, Vol.8, p.e55999

2024

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Using shape and weight overvaluation to empirically differentiate severity of other specified feeding or eating disorder

Journal of affective disorders, 2021-12, Vol.295, p.446-452

2021

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Development and Validation of Empirically Derived Frequency Criteria for NSSI Disorder Using Exploratory Data Mining

Psychological assessment, 2017-02, Vol.29 (2), p.221-231

2017

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Associations among drug acquisition and use behaviors, psychosocial attributes, and opioid-involved overdoses

BMC public health, 2024-06, Vol.24 (1), p.1692-11, Article 1692

2024

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

Advances in methods and practices in psychological science, 2019-03, Vol.2 (1), p.55-76

2019

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Regularized Structural Equation Modeling With Stability Selection

Psychological methods, 2022-08, Vol.27 (4), p.497-518

2022

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

Structural equation modeling, 2020-09, Vol.27 (5), p.722-734

2020

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Phrase-level pairwise topic modeling to uncover helpful peer responses to online suicidal crises

Humanities & social sciences communications, 2020-12, Vol.7 (1), p.1-13, Article 36

2020

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Machine Learning and Psychological Research: The Unexplored Effect of Measurement

Perspectives on psychological science, 2020-05, Vol.15 (3), p.809-816

2020

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Deductive Data Mining

Psychological methods, 2020-12, Vol.25 (6), p.691-707

2020

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The impact of social connection on near-term suicidal ideation

Psychiatry research, 2023-08, Vol.326, p.115338-115338, Article 115338

2023

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Regularized Structural Equation Modeling

Structural equation modeling, 2016-07, Vol.23 (4), p.555-566

2016

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How we ask matters: The impact of question wording in single-item measurement of suicidal thoughts and behaviors

Preventive medicine, 2021-11, Vol.152, p.106472-106472, Article 106472

2021

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Examining missingness at the momentary level in clinical research using ecological momentary assessment: Implications for suicide research

Journal of clinical psychology, 2024-06, Vol.80 (10), p.2147-2162

2024

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Exploratory Mediation Analysis of Dichotomous Outcomes via Regularization

Multivariate behavioral research, 2020-01, Vol.55 (1), p.69-86

2020

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Comparing the role of perceived burdensomeness and thwarted belongingness in prospectively predicting active suicidal ideation

Suicide & life-threatening behavior, 2023-04, Vol.53 (2), p.198-206

2023

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On the Selection of Item Scores or Composite Scores for Clinical Prediction

Multivariate behavioral research, 2024-05, Vol.59 (3), p.566-583

2024

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Dynamic Poisson Factor Analysis: A Hierarchical Bayesian Approach with Intensive Text Data

Multivariate behavioral research, 2022, Vol.57 (1), p.173-174

2022

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Examining the dynamic relationship between nonsuicidal self‐injury and alcohol use experiences

Suicide & life-threatening behavior, 2023-12, Vol.53 (6), p.1108-1116

2023

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Body Appreciation Protects Against Proximal Self-Harm Urges in a Clinical Sample of Adults

Journal of psychopathology and behavioral assessment, 2024-04

2024

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A critique of using the labels confirmatory and exploratory in modern psychological research

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

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

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

Examining Passively Collected Smartphone-Based Data in the Days Prior to Psychiatric Hospitalization for a Suicidal Crisis: Comparative Case Analysis

Using shape and weight overvaluation to empirically differentiate severity of other specified feeding or eating disorder

Development and Validation of Empirically Derived Frequency Criteria for NSSI Disorder Using Exploratory Data Mining

Associations among drug acquisition and use behaviors, psychosocial attributes, and opioid-involved overdoses

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

Regularized Structural Equation Modeling With Stability Selection

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

Phrase-level pairwise topic modeling to uncover helpful peer responses to online suicidal crises

Machine Learning and Psychological Research: The Unexplored Effect of Measurement

Deductive Data Mining

The impact of social connection on near-term suicidal ideation

Regularized Structural Equation Modeling

How we ask matters: The impact of question wording in single-item measurement of suicidal thoughts and behaviors

Examining missingness at the momentary level in clinical research using ecological momentary assessment: Implications for suicide research

Exploratory Mediation Analysis of Dichotomous Outcomes via Regularization

Comparing the role of perceived burdensomeness and thwarted belongingness in prospectively predicting active suicidal ideation

On the Selection of Item Scores or Composite Scores for Clinical Prediction

Dynamic Poisson Factor Analysis: A Hierarchical Bayesian Approach with Intensive Text Data

Examining the dynamic relationship between nonsuicidal self‐injury and alcohol use experiences

Body Appreciation Protects Against Proximal Self-Harm Urges in a Clinical Sample of Adults

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