HDSI Annual Report 2021–2022

D H PEOPLE OF THE HDSI affiliates faculty The Harvard Data Science Initiative Affiliates Pro - gram supports Harvard faculty who are actively engaged in advancing data science methodologies and applications or data science teaching. Learn about the benefits of becoming a HDSI Faculty Affiliate and how to apply . Eva Ascarza Demba Ba Michael Baym Elena Glassman Bethany Hedt- Gauthier Peter Huybers Scott Kominers Dustin Tingley Xiang Zhou Marinka Zitnik Edo Berger Marcia Castro Mark Glickman Christopher Golden Alyssa Goodman Stratos Idreos Kosuke Imai Luke Miratrix Rachel Nethery John Quackenbush Rui Duan Anders Jensen Rema Hanna Kun-Hsing Yu Soroush Saghafian Faisal Mahmood Ata Kiapour Vesela Kovacheva Jeffrey Schnap Jonathan Zittrain Christopher Winship Rafael Irizarry Hanspeter Pfister Gabriel Kreindler Fiery Cushman Nils Gehlenborg Sean Eddy Finale Doshi-Velez Satchit Balsari James Mickens Hossein Estiri Pierre Jacob Adam Haber Flavio du Pin Calmon HDSI Corporate Members share our commitment to transformational research that will have widespread impact, and represent sectors including the life sciences, business consulting, technology, finance, data analytics and publishing. For more information about the HDSI Corporate Members Program, please email datascience@harvard.edu. cmoermpboerrast e • Amazon • Bayer • EARNEST Partners • Elsevier • Harmony Analytics • McKinsey & Company • Microsoft CURRENT HDSI CORPORATE MEMBERS:

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The Harvard Data Science Initiative is advised by university-wide faculty committees, chaired by HDSI Faculty Co-Directors Francesca Dominici and David Parkes.

S I Gary King , Albert J. Weatherhead III University Profes- sor, Director of the Institute for Quan- titative Social Sci- ence Hanspeter Pfister , An Wang Professor of Computer Science; Affiliate Faculty Member, Center for Brain Science Isaac Kohane , Marion V. Nelson Professor & Chair, Department of Biomedical Infor- matics, Harvard Med- ical School Alyssa Goodman , Rob- ert Wheeler Wilson Professor of Applied Astronomy Department of Astronomy, Har- vard Faculty of Arts and Sciences

John Quackenbush , Henry Pickering Wal- cott Professor of Computational Bi- ology and Bioin- formatics; Chair, Department of Bio- statistics Neil Shepard , Frank B. Baird, Jr. Pro- fessor of Science, Economics and Sta- tistics Departments Xiao-Li Meng , Whip- ple V.N. Jones Professor of Sta- tistics, Harvard Faculty of Arts & Sciences; Editor in Chief of Harvard Data Science Review

Giovanni Parmigiani Mauricio Santillana David Yang Jose Zubizarreta Xiaole Shirley Liu Mohammad Jalali Fabian Wermelinger

Joscha Legewie Iavor Bojinov Yangming Ou Tanujit Dey

Chris Tanner Jeremy Yang

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