Editors
Kosuke Imai, Harvard University, USA
Judea Pearl, University of California, Los Angeles, USA
Maya Petersen, University of California, Berkeley School of Public Health, USA
Mark van der Laan, University of California, Berkeley School of Public Health, USA
Editorial Board
Alberto Abadie, Harvard University, USA
Jaap H. Abbring, Tilburg University, Netherlands
Peter Aronow, Yale University, USA
Laura B. Balzer, University of Massachusetts – Amherst, USA
Elias Bareinboim, Columbia University, USA
David Benkeser, Emory University, USA
Kenneth Bollen, University of North Carolina, USA
Marco Carone, University of Washington, USA
Matias D. Cattaneo, Princeton University, USA
Antoine Chambaz, Université Paris Ouest Nanterre, France
Philip Dawid, University of Cambridge, UK
Peng Ding, University of California, Berkeley, USA
Felix Elwert, University of Wisconsin-Madison, USA
Avi Feller, University of California, Berkeley, USA
Maria Glymour, University of California, San Francisco, USA
Donald Green, Columbia University, USA
Sander Greenland, University of California, Los Angeles, USA
Jens Hainmueller, Stanford University, USA
Joseph Halpern, Cornell University, USA
James Heckman, University of Chicago, USA
Jennifer Hill, New York University, USA
Christopher Hitchcock, California Institute of Technology, USA
Paul Hünermund, School of Business and Economics, Maastricht University, The Netherlands
Marshall Joffe, University of Pennsylvania, USA
Cheng Ju, University of California, Berkeley, USA
Luke Keele, Penn State University, USA
Manabu Kuroki, The Institute of Statistical Mathematics, Tokyo, Japan
Edward Miguel, University of California, Berkeley, USA
Karthika Mohan, University of California, Berkeley, USA
Romain Neugebauer, Kaiser Permanente
Michael Oakes, University of Minnesota School of Public Health, USA
Jonas Peters, University of Copenhagen, Denmark
Sam Pimentel, University of California, Berkeley, USA
Ed Rigdon, Georgia State University, USA
James Robins, Harvard School of Public Health, USA
Michael Rosenblum, Johns Hopkins Bloomberg School of Public Health, USA
Andrea Rotnitsky, Harvard School of Public Health, USA
Ilya Shpitser, University of Southampton, UK
Dylan Small, The Wharton School, University of Pennsylvania, USA
Michael Sobel, Columbia University, USA
Elizabeth Stuart, Johns Hopkins University, USA
Eric Tchetgen Tchetgen, Harvard School of Public Health, USA
Jin Tian, Iowa State University, USA
Tyler VanderWeele, Harvard School of Public Health, USA
Ed Vytlacil, Yale University, USA
Steven West, Arizona State University, USA
Christopher Winship, Harvard University, USA
Teppei Yamamoto, Massachusetts Institute of Technology, USA
Open Access