Matthew J. Kotchen is professor of economics at Yale University and a research associate of the National Bureau of Economic Research. Tatyana Deryugina is associate professor in the Department of Finance at the University of Illinois at Urbana-Champaign. James H. Stock is the Harold Hitchings Burbank Professor of Political Economy at Harvard University, faculty member of the Harvard Kennedy School, and a research associate of the National Bureau of Economic Research.