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Correlates of cannabis use disorder in the United States: A comparison of logistic regression, classification trees, and random forests

Nathaniel A. Dell, Michael G. Vaughn, Sweta Prasad Srivastava, Abdulaziz Alsolami, Christopher P. Salas‐Wright

2022Journal of Psychiatric Research12 citationsDOI

Topics & Concepts

Logistic regressionRandom forestPsychosocialMarital statusCannabisInterpretabilityPropensity score matchingDemographyMedicineStatisticsPsychologyMachine learningPsychiatryMathematicsComputer scienceEnvironmental healthPopulationSociologyCannabis and Cannabinoid ResearchSubstance Abuse Treatment and OutcomesAdvanced Causal Inference Techniques
Correlates of cannabis use disorder in the United States: A comparison of logistic regression, classification trees, and random forests | Litcius