On ill-posedness of nonparametric instrumental variable regression with convexity constraints
Abstract
This note shows that adding monotonicity or convexity constraints on the regression function does not restore well-posedness in nonparametric instrumental variable regression. The minimum distance problem without regularisation is still locally ill-posed.
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