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We thank Daniel Parent, Carl Sanders and David Wiczer for sharing their codes and Gaetano Antinolfi, Michele Boldrin, Fatih Guvenen, Tim Lee, Rodolfo Manuelli, B. Ravikumar, Raul Santaeulalia-Llopis, Yongseok Shin, Guillaume Vandenbroucke, David Wiczer for helpful comments. We have also benefited from comments by participants at the Asian Meeting of the Econometric Society, China Meeting of Econometric Society, Midwest Macroeconomics Meeting, North American Meeting of Econometric Society, QMUL-SUFE Workshop in Economics, and Taipei International Conference on Growth, Trade and Dynamics. Rongsheng Tang is grateful for the financial support from the National Natural Science Foundation of China (Grant No.71803112). The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.