Before revision:   Our approach can be connected to corrections for selection bias and shrinkage estimation and is to be contrasted with deconvolution.
After revision:  These corrections are non-parametric and easy to implement. Our approach can be connected to corrections for selection bias and shrinkage estimation and is to be contrasted with deconvolution.