Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data

• Alexander L. Young ,

  Contributed equally to this work with: Alexander L. Young, David B. Dunson

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

  * E-mail: alexander_young@fas.harvard.edu

  Affiliation Department of Statistics, Harvard University, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-3416-0235

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• Willem van den Boom ,

  Roles Data curation

  ¶‡ WB, RAS, VK, KR, and HTW also contributed equally to this work.

  Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

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• Rebecca A. Schroeder ,

  Roles Data curation

  ¶‡ WB, RAS, VK, KR, and HTW also contributed equally to this work.

  Affiliation Department of Anesthesiology, Duke University, Durham, North Carolina, United States of America

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• Vijay Krishnamoorthy ,

  Roles Supervision, Validation, Writing – review & editing

  ¶‡ WB, RAS, VK, KR, and HTW also contributed equally to this work.

  Affiliation Department of Anesthesiology, Duke University, Durham, North Carolina, United States of America

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• Karthik Raghunathan ,

  Roles Supervision, Validation, Writing – review & editing

  ¶‡ WB, RAS, VK, KR, and HTW also contributed equally to this work.

  Affiliation Department of Anesthesiology, Duke University, Durham, North Carolina, United States of America

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• Hau-Tieng Wu ,

  Roles Conceptualization, Writing – review & editing

  ¶‡ WB, RAS, VK, KR, and HTW also contributed equally to this work.

  Affiliation Department of Mathematics, Duke University, Durham, North Carolina, United States of America

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• David B. Dunson

  Contributed equally to this work with: Alexander L. Young, David B. Dunson

  Roles Conceptualization, Formal analysis, Funding acquisition, Supervision, Writing – review & editing

  Affiliations Department of Mathematics, Duke University, Durham, North Carolina, United States of America, Department of Statistical Science, Duke University, Durham, North Carolina, United States of America

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