Sharp optimality for density deconvolution with dominating bias

Cristina Butucea, Alexandre B. Tsybakov

We consider estimation of the common probability density $f$ of i.i.d. random variables $X_i$ that are observed with an additive i.i.d. noise. We assume that the unknown density $f…