Joint risk prediction for hazardous use of alcohol, cannabis, and tobacco among adolescents: A preliminary study using statistical and machine learning

Author:

Ruberu Thanthirige Lakshika Maduwanthi,Kenyon Emily A.,Hudson Karen A.,Filbey Francesca,Ewing Sarah W. Feldstein,Biswas Swati,Choudhary Pankaj K.

Funder

National Institute on Alcohol Abuse and Alcoholism

University of Texas at Dallas

Publisher

Elsevier BV

Subject

Public Health, Environmental and Occupational Health,Health Informatics

Reference40 articles.

1. Adverse childhood experiences (ACEs), peer victimization, and substance use among adolescents;Afifi;Child Abuse Neglect,2020

2. Socioeconomic disparities in adolescent substance use: Role of enjoyable alternative substance-free activities;Andrabi;Soc. Sci. Med.,2017

3. Multiple response variables regression models in R: The mcglm package;Bonat;J. Stat. Softw.,2018

4. Multivariate covariance generalized linear models;Bonat;J. Roy. Stat. Soc.: Ser. C (Appl. Stat.),2016

5. CDC WONDER, 2020. Underlying Cause of Death 1999-2019 on CDC WONDER Online Database, released in 2020. Data are from the Multiple Cause of Death Files, 1999-2019, as compiled from data provided by the 57 vital statistics jurisdictions through the Vital Statistics Cooperative Program. Retrieved October 28, 2021 from http://wonder.cdc.gov/ucd-icd10.html.

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