A Design-Adaptive Local Polynomial Estimator for the Errors-in-Variables Problem

Grants

Funding Acknowledgements

Aurore Delaigle is Reader, Department of Mathematics, University of Bristol, Bristol BS8 1TW, UK and Department of Mathematics and Statistics., University of Melbourne, VIC, 3010, Australia (E-mail: aurore.delaigle@bris.ac.uk). Jianqing Fan is Frederick L. Moore'18 Professor of Finance, Department of Operations Research and Financial Engineering, Pfinecton University, Princeton. NJ 08544, and Honored Professor, Department of Statistics. Shanghai University of Finance and Economics, Shanghai, China (E-mail: jqfan@princeton.edu). Raymond J. Carroll is Distinguished Professor, Department of Statistics, Texas A&M University, College Station, TX 77843 (E-mail: carroll@stat.tamu.edu). Carroll's research was supported by grants from the National Cancer Institute (CA57030, CA90301) and by award number KUS-CI-016-04 made by the King Abdullah University of Science and Technology (KAUST). Delaigle's research was supported by a Maurice Belz Fellowship from the University of Melbourne, Australia, and by a grant from the Australian Research Council. Fan's research was supported by grants from the National Institute of General Medicine R01-GM072611 and National Science Foundation DMS-0714554 and DMS-0751568. The authors thank the editor, the associate editor, and referees for their valuable comments.