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We thank Alan Auerbach, Ricardo Caballero, Bill Gentry, Bronwyn Hall, Robert Hall, Charles Himmelberg, Anil Kashyap, Steve Oliner, Kristen Willard, and seminar participants at the Brookings Panel on Economic Activity, Board of Governors of the Federal Reserve System, University of Chicago, Columbia University, Duke University, Federal Reserve Bank of New York, University of Kentucky, University of Maryland, Miami University, Massachusetts Institute of Technology, National Bureau of Economic Research, Princeton University, and C.V. Starr Center Conference on Finance, Productivity, and Real Activity for helpful comments. Cummins thanks the Board of Governors of the Federal Reserve System for their hospitality during an internship. Hubbard is grateful for support from the John M. Olin Foundation to the Center for the Study of the Economy and State at the University of Chicago and from the Federal Reserve Bank of New York. The views expressed in this paper are those of the authors and do not reflect those of the Board of Governors of the Federal Reserve System.

A Reconsideration of Investment Behavior Using Tax Reforms as Natural Experiments