Forecasting alcohol lapse risk up to two weeks in advance using time-lagged machine learning models

• Kendra Wyant,

  Roles Conceptualization, Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

  https://orcid.org/0000-0002-0767-7589

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• Gaylen E. Fronk,

  Roles Conceptualization, Writing – review & editing

  Affiliations Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, United States of America

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• Jiachen Yu,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

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• Claire E. Punturieri,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

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• John J. Curtin

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: jjcurtin@wisc.edu

  Affiliation Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

  https://orcid.org/0000-0002-3286-938X

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