NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH
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Estimating the Impacts of Program Benefits: Using Instrumental Variables with Underreported and Imputed Data

Melvin Stephens, Jr., Takashi Unayama

NBER Working Paper No. 21248
Issued in June 2015

---- Acknowledgments ----

Tom Eldridge provided excellent research assistance. We thank Gary Engelhardt as well as seminar participants at Illlinois, Michigan, Virginia, Williams, and the NBER Summer Institute for helpful suggestions. We also thank the Statistical Bureau of the Japanese Government for allowing access to the Family Income and Expenditure Survey data. A part of this project is financially supported by KAKENHI (15H03357). The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.

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