Before revision:  To address these problems we propose an alternative method in which the structural function is treated as partially identified . Under our procedure the researcher achieves robust confidence sets using a priori bounds on the deviation from instrumental validity and approximation error.
After revision:  To address these problems we propose an alternative method in which the structural function is treated as partially identified and construct a consistent estimator of the identified set under bounds on the deviation from instrumental validity and approximation error.