NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH

Sensitivity to Missing Data Assumptions: Theory and An Evaluation of the U.S. Wage Structure

Patrick Kline, Andres Santos

NBER Working Paper No. 15716
Issued in February 2010

---- Acknowledgements -----

We are grateful to David Card, Guido Imbens, Justin McCrary, Hal White, and seminar participants at UC Berkeley, UC San Diego, the University of Michigan, USC, Stanford, the 2010 NBER Summer Institute, the 2010 Western Economic Association Summer Meeting, the 2010 Seoul Summer Economics Conference and the 2010 Econometric Society World Congress for useful comments and corrections. We thank Ivan Fernández-Val for assistance in replicating the results of Angrist et al. (2006). A previous version of this paper circulated under the title \Interval Estimation of Potentially Misspecified Quantile Models in the Presence of Missing Data." 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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