Homepage: Understanding Civilian Deaths at Police Hands: Evidence from Crowdsourced Data (with Kaushik Krishnan and Deepak Premkumar)

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Justin McCrary School of Law 586 Simon Hall Berkeley, CA 94720 Current Appointments 2010 Professor of Law 2008 10 Assistant Professor of Law National Bureau of Economic Research 2012 Faculty Research Associate 2006 12 Faculty Research Fellow Email: Homepage: jmccrary@berkeley.edu http://emlab.berkeley.edu/ jmccrary Past Appointments Fall 2017 Columbia University Samuel Rubin Visiting Professor of Law 2014 17 Director, Social Sciences Data Laboratory (D-Lab) University of Michigan 2003 07 Assistant Professor, Gerald R. Ford School of Public Policy 2003 07 Assistant Professor, Department of Economics (courtesy) Education A.B. Public Policy, Princeton University, 1996 Ph.D. Economics,, 2003 Working Papers Understanding Civilian Deaths at Police Hands: Evidence from Crowdsourced Data (with Kaushik Krishnan and Deepak Premkumar) Subsidizing Liquidity with Wider Ticks: Evidence from the Tick Size Pilot Study (with Robert P. Bartlett, III) How Rigged Are Stock Markets?: Evidence from Microsecond Timestamps (with Robert P. Bartlett, III) Articles Dark Trading at the Midpoint: Does SEC Enforcement Policy Encourage Stale Quote Arbitrage? (with Robert P. Bartlett, III) Accepted, Journal of Law, Finance, and Accounting Are U.S. Cities Underpoliced?: Theory and Evidence (with Aaron Chalfin) Forthcoming, Review of Economics and Statistics, Volume 100, Number 1, March 2018 Unmarked?: Criminal Record Clearing and Employment Outcomes (with Jeff Selbin and Joshua Epstein) Journal of Criminal Law and Criminology, Volume 108, Issue 1, 2018

CV for Justin McCrary 2 Criminal Deterrence: A Review of the Literature (with Aaron Chalfin) Journal of Economic Literature, Volume 55, Number 1, March 2017 (lead article) The Deterrence Effect of Prison: Dynamic Theory and Evidence (with David S. Lee) Advances in Econometrics, Volume 38, Chapter 3, 2017 The Ph.D. Rises in American Law Schools, 1960-2011: What Does It Mean for Legal Education? (with Joy Milligan and James Phillips) Journal of Legal Education, Volume 65, Number 543, Spring 2016 Conservative Tests Under Satisficing Models of Publication Bias (with Garret Christensen and Daniele Fanelli) PLOS One, Volume 11, Number 2, February 22, 2016 New Evidence on the Finite Sample Properties of Propensity Score Matching and Reweighting Estimators (with Matias Busso and John DiNardo) Review of Economics and Statistics, Volume 96, Number 5, December 2014 Measuring Benchmark Damages in Antitrust Litigation (with Danield L. Rubinfeld) Journal of Econometric Methods, Volume 3, January 2014 Do Sexually Violent Predator Laws Violate Double Jeopardy or Substantive Due Process: An Empirical Inquiry (with Tamara Lave) Brooklyn Law Review, Volume 78, Summer 2013, Number 4, 1391 1439 General Equilibrium Effects of Prison on Crime: Evidence From International Comparisons (with Sarath Sanga) Cato Papers on Public Policy, Volume 2, 2012 The Effect of Female Education on Fertility and Infant Health: Evidence from School Entry Laws Using Exact Date of Birth (with Heather Royer) American Economic Review, Volume 101, Number 1, February 2011 Comment on Free to Punish? The American Dream and the Harsh Treatment of Criminals, by Rafael di Tella and Juan Dubra Cato Papers on Public Policy, Volume 1, 2011 Dynamic Perspectives on Crime in Handbook of the Economics of Crime, Chapter 4, Edward Elgar, 2010 Incomes in South Africa Since the Fall of Apartheid (with Murray Leibbrandt and James Levinsohn) Journal of Globalization and Development, Volume 1, Issue 1, January 2010 Following Germany s Lead: Using International Monetary Linkages to Estimate the Effect of Monetary Policy on the Economy (with Julian di Giovanni and Till von Wachter) Review of Economics and Statistics, Volume 91, Number 2, May 2009 Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test Journal of Econometrics, Volume 142, Issue 2, February 2008 The Effect of Court-Ordered Hiring Quotas on the Composition and Quality of Police American Economic Review, Volume 97, Number 1, March 2007 Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime: Comment American Economic Review, Volume 92, Number 4, September 2002 Books Controlling Crime: Strategies and Tradeoffs (co-edited with Phil Cook and Jens Ludwig), Chicago: University of Chicago Press, 2011.

CV for Justin McCrary 3 Courses Taught Berkeley 2016-2017 Law 216: Law, Economics, and Business Workshop (Fall); Law 218.6: Law and Economics of Discrimination (Fall); Law 244.4: Litigation and Statistics (Fall); Law 286.2: Race, Policing, and Data Science (Spring) 2015-2016 Law 250: Business Associations (Fall); Law 244.4: Litigation and Statistics (Fall); Letters and Science 39D: Race, Policing, and Data Science (Fall) 2014-2015 Law 250: Business Associations (Fall); Law 250S: Business Associations (Summer) 2013-2014 Law 250S: Business Associations (Summer) 2012-2013 Law 250: Business Associations (Fall); Law 250S: Business Associations (Summer); Law 209.3: Introductory Statistics (Fall) 2011-2012 Law 250: Business Associations (Fall); Law 250S: Business Associations (Summer); Law 209.3: Introductory Statistics (Fall); Law 251.31: Introduction to Law, Economics, and Business (Spring); Legal Studies 145: Law and Economics I (undergraduate) 2010-2011 Law 250: Business Associations (Fall); Law 250S: Business Associations (Summer); Law 216: Law and Economics Workshop (Fall and Spring); Legal Studies 145: Law and Economics I (undergraduate); Law 209.6: Topic in Quantitative Methods (JSP); Econ 250C: Labor Economics (graduate, shared course with 209.6) 2009 2010 Law 216: Law and Economics Workshop (Fall and Spring); Law 209.32: Quantitative Methods II (JSP) 2008 2009 Legal Studies 145: Law and Economics I (undergraduate); Law 209.3: Quantitative Methods I (JSP); Law 209.32: Quantitative Methods II (JSP) 2007 2008 Legal Studies 145: Law and Economics I (undergraduate); Law 209.3: Quantitative Methods I (JSP) Michigan Introduction to Quantitative Methods (policy), First Econometrics Field Course (economics), Advanced Economic Theory (policy) Service Berkeley 2014-2017 Faculty Director, D-Lab (Campus) 2008-2017 Member, Jurisprudence and Social Policy Program 2014-2017 Faculty Advisor, Matrix (Campus) 2016-2017 Chair, Law and Economics Reading Group 2015-2016 Member, Graduate Council (Campus) 2012- Member, Berkeley Center for Law, Business, and the Economy 2009-2014 Faculty Co-Director, Law and Economics Program 2015-2016 Chair, Financial Aid Committee 2015-2016 Member, Law and Economics Reading Group 2015-2016 Member, Chancellor s Campus Ad Hoc Review Committee (Campus) 2014-2015 Chair, Campus Data Working Group (Campus) 2014-2015 Member, JSP Graduate Program Committee

CV for Justin McCrary 4 2014-2015 Member, JSP Program Committee 2014-2015 Member, Student Affairs Committee 2012-2013 Co-Chair, Law and Political Economy Ph.D. Program Strategy Group 2012-2013 Member, JSP Fellowships Committee 2011-2012 Member, Faculty Appointments Committee 2011-2012 Member, JSP Admissions Committee 2010-2011 Member, Academic Placement Committee 2010-2011 Member, Financial Aid Committee 2010-2011 Member, Ad Hoc Review Committee for Legal Studies Program 2009-2010 Faculty Director, Berkeley Center for Criminal Justice Grants and Fellowships 2007 2010 NIH, Constructive Proposals for Dealing With Attrition (with John DiNardo) 2009 Committee on Research, Junior Faculty Research Grant, UC Berkeley 2006 2009 NIH, The Effect of Female Education on Fertility and Infant Health (with Heather Royer, Grant # R03 HD051713) 2006 2011 NSF, New Instrumental Variables Estimates of the Effects of Schooling and Military Service: Empirical Strategies Using Non-Public-Use Data (with Josh Angrist and Stacey Chen) 2005 RWJ Foundation Health and Society Scholars Program, Small Grant Program 2004 Rackham Interdisciplinary Grant, University of Michigan 2004 CLOSUP Grant, University of Michigan 2004 National Poverty Center Grant, University of Michigan 2002 2003 Chancellor s Dissertation Year Fellowship, UC Berkeley Presentations Prior to 2007 2008, presentations are at departments of economics, unless otherwise noted 2016 2017 George Mason University, School of Law; University of Michigan, Economics Department (Summer, Fall); Equities Leaders Summit; University of Zürich, Department of Economics; ETH (Swiss Federal Institute of Technology) Zürich, Law and Economics; Northwestern University, School of Law; Duke University, School of Law; Duke University, Information Initiative 2015 2016 University of Virginia, School of Law;, School of Law; National Bureau of Economic Research, Summer Institute 2014 2015 Duke University; Federal Reserve Bank of New York; Equal Employment Opportunity Commission (EEO- DataNet); American Law and Economics Association (discussant); New York University (NYU / Penn Law and Finance Conference); National Bureau of Economic Research, Summer Institute (discussant); Goldman Sachs 2013 2014 University of Southern California, School of Law; London School of Economics; Bank of Spain; CEMFI; Carlos III; University of Zaragoza; University of Rotterdam; University of Maastricht; University of Götenborg 2012 2013 University of California, Los Angeles, School of Law

CV for Justin McCrary 5 2011 2012 University of Oregon, Department of Economics; University of British Columbia, Department of Economics; Brown University, Department of Economics; University of Rochester, Department of Economics; Cato Institute; National Bureau of Economic Research, Summer Institute; Harvard Law School 2010 2011 Northwestern, School of Law; University of Wisconsin, Department of Economics; Brookings Institution; Cato Institute 2009 2010 University of Chicago, School of Law; Cornell University, School of Law and Department of Economics; University of Michigan, School of Law and Department of Economics; University of Virginia, School of Law, Olin Conference 2008 2009 University of California, Los Angeles, School of Law; University of Arizona, School of Law and Department of Economics; Stanford University, School of Law and Department of Economics; University of Miami, Department of Economics 2007 2008 Northwestern University, School of Law; University of Michigan, Department of Economics; National Bureau of Economic Research, Summer Institute; Florida State University 2006 2007 University of Michigan, Program in Survey Methodology; Public Policy Institute of California; Brown University 2005 2006 University of Michigan; University of California, Irvine; University of California, Santa Barbara; University of California, Santa Cruz; California State University, Long Beach; University of Western Ontario; University of Toronto; University of Illinois, Chicago; University of Chicago, Graduate School of Business; APPAM; University of Florida;, School of Law; Princeton University; RAND; Hebrew University (conference in honor of Reuben Gronau); Stanford University, University of Wisconsin, Madison; Northwestern University; Crime and Economics Summer Workshop, University of Maryland 2004 2005 Federal Reserve Bank of Chicago; University of Illinois, Urbana-Champaign; University of Michigan, William Davidson Institute; University of Maryland; Urban Institute; American Economics Association Meetings; City University of New York Health Economics Seminar; University of Wisconsin, Madison; Stanford University; University of California, Davis;, Labor Lunch; NBER Summer Institute, Education/Labor Studies 2003 2004 University of Michigan; APPAM; NBER Labor Studies Meeting (Fall); Massachusetts Institute of Technology; Harvard University, Kennedy School; University of California, Los Angeles; University of California, San Diego; Columbia University; ; NBER Summer Institute, Monetary Policy; NBER Summer Institute, Labor Studies 2002 2003 University of California, San Diego; University of California, Los Angeles; RAND Institute; University of Chicago, Graduate School of Business; University of Chicago, Harris School of Public Policy; University of Michigan, Ford School of Public Policy; Columbia University; Dartmouth College; Federal Reserve Bank of New York; Boston University Last updated: February 3, 2018 http://emlab.berkeley.edu/ jmccrary/cv.pdf