Simultaneous SNP selection and adjustment for population structure in high dimensional prediction models

• Sahir R. Bhatnagar ,

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

  * E-mail: sahir.bhatnagar@mcgill.ca

  Affiliations Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada, Department of Diagnostic Radiology, McGill University, Montréal, Québec, Canada

  http://orcid.org/0000-0001-8956-2509

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• Yi Yang,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Mathematics and Statistics, McGill University, Montréal, Québec, Canada

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• Tianyuan Lu,

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

  Affiliations Quantitative Life Sciences, McGill University, Montréal, Québec, Canada, Lady Davis Institute, Jewish General Hospital, Montréal, Québec, Canada

  http://orcid.org/0000-0002-5664-5698

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• Erwin Schurr,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Medicine, McGill University, Montréal, Québec, Canada

  http://orcid.org/0000-0002-2640-536X

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• JC Loredo-Osti,

  Roles Data curation, Writing – original draft

  Affiliation Department of Mathematics and Statistics, Memorial University, St. John’s, Newfoundland and Labrador, Canada

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• Marie Forest,

  Roles Data curation, Formal analysis, Software

  Affiliation École de Technologie Supérieure, Montréal, Québec, Canada

  http://orcid.org/0000-0003-0887-0572

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• Karim Oualkacha,

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

  Affiliation Département de Mathématiques, Université du Québec à Montréal, Montréal, Québec, Canada

  http://orcid.org/0000-0002-9911-079X

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• Celia M. T. Greenwood

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

  Affiliations Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada, Quantitative Life Sciences, McGill University, Montréal, Québec, Canada, Lady Davis Institute, Jewish General Hospital, Montréal, Québec, Canada, Gerald Bronfman Department of Oncology, McGill University, Montréal, Québec, Canada, Department of Human Genetics, McGill University, Montréal, Québec, Canada

  http://orcid.org/0000-0002-2427-5696

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