Deconvolution Problems in Nonparametric Statistics

Deconvolution problems occur in many ?elds of nonparametric statistics, for example, density estimation based on contaminated data, nonparametric - gression with errors-in-variables, image and signal deblurring. this means producing an empirical version h of h and, then, applying a deconvolution procedure to h to estimate f.