Chetverikov, Denis; Wilhelm, Daniel - 2015 - First version: January 2014, This version: July 13, 2015
The ill-posedness of the inverse problem of recovering a regression function in a nonparametric instrumental variable model leads to estimators that may suffer from a very slow, logarithmic rate of convergence. In this paper, we show that restricting the problem to models with monotone...