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T. White, Kirk, Jerome P. Reiter, and Amil Petrin. "Imputation in U.S. Manufacturing Data and Its Implications for Productivity Dispersion." Review of Economics and Statistics (Submitted). DOI: 10.1162/REST_a_00678 , available at http://www.mitpressjournals.org/doi/abs/10.1162/REST_a_00678.