Minimax theory of estimation of linear functionals of the deconvolution density with or without sparsity

Marianna Pensky

The present paper considers a problem of estimating a linear functional $\Phi ={\int }_{-\infty }^{\infty }\phi (x)f(x)dx$ of an unknown deconvolution density $f$ on the basis of i.i.d. observa…