Comparing variable and feature selection strategies for prediction - protocol of a simulation study in low-dimensional transplantation data

• Linard Hoessly ,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

  * E-mail: linarddavid.hoessly@usb.ch

  Affiliation Data Center of the Swiss Transplant Cohort Study, University Hospital Basel, Basel, Switzerland

  https://orcid.org/0000-0002-2745-2141

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• Jaromil Frossard,

  Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Data Center of the Swiss Transplant Cohort Study, University Hospital Basel, Basel, Switzerland

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• Simon Schwab,

  Roles Conceptualization, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Swisstransplant, Bern, Switzerland

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• Frédérique Chammartin,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliation Department of Clinical Research, University Hospital Basel, Basel, Switzerland

  https://orcid.org/0000-0001-8959-2724

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• Alexander Leichtle,

  Roles Investigation, Writing – review & editing

  Affiliation Cantonal Hospital Baden, Baden, Switzerland

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• Peter Werner Schreiber,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich and University Zurich, Zurich, Switzerland

  https://orcid.org/0000-0001-8123-2601

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• Dionysios Neofytos,

  Roles Investigation, Writing – review & editing

  Affiliation Transplant Infectious Diseases Unit, Service of Infectious Diseases, University Hospitals Geneva, University of Geneva, Geneva, Switzerland

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• Michael Koller,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliation Data Center of the Swiss Transplant Cohort Study, University Hospital Basel, Basel, Switzerland

  https://orcid.org/0000-0001-5574-2341

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• with the Swiss Transplant Cohort Study (STCS)

  ¶Membership list of the STCS can be found in the Acknowledgments.

  Affiliation Data Center of the Swiss Transplant Cohort Study, University Hospital Basel, Basel, Switzerland

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