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Countering the Curse of Dimensionality: Exploring Data-generating Mechanisms Through Participant Observation and Mechanistic Modeling.

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Epidemiology • Volume 30, Number 4, July 2019 www.epidem.com | 609 From the aSchool of Public Health, University of California, Berkeley, CA; bDepartment of Anthropology, Trinity College, Hartford, CT; and… Click to show full abstract

Epidemiology • Volume 30, Number 4, July 2019 www.epidem.com | 609 From the aSchool of Public Health, University of California, Berkeley, CA; bDepartment of Anthropology, Trinity College, Hartford, CT; and cSchool of Public Health, University of Michigan, Ann Arbor, MI. Supported by grant U01GM110712 from the Models of Infectious Disease Agent Study (MIDAS) program within the National Institute of General Medical Sciences of the National Institutes of Health and grant 1360330 from the National Science Foundation Water Sustainability and Climate program. The authors report no conflicts of interest. Correspondence: Joseph N. S. Eisenberg, 1415 Washington Heights, Ann Arbor, MI 48109-2029. E-mail: [email protected].

Keywords: exploring data; dimensionality exploring; curse dimensionality; data generating; countering curse; epidemiology

Journal Title: Epidemiology
Year Published: 2019

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