Penalized logistic regression with low prevalence exposures beyond high dimensional settings

• Sam Doerken ,

  Roles Conceptualization, Formal analysis, Writing – original draft

  * E-mail: doerken@imbi.uni-freiburg.de

  Affiliations Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany, Freiburg Center for Data Analysis and Modeling, University of Freiburg, Freiburg, Germany

  http://orcid.org/0000-0002-9223-8045

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• Marta Avalos,

  Roles Conceptualization, Writing – review & editing

  Affiliations University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR1219, Bordeaux, France, SISTM team, INRIA Bordeaux-Sud-Ouest, Talence, France

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• Emmanuel Lagarde,

  Roles Data curation

  Affiliation University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR1219, Bordeaux, France

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• Martin Schumacher

  Roles Supervision, Writing – review & editing

  Affiliation Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany

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