A Second-Order Extension of Hájek's Convolution Theorem with Statistical Applications

Junichi Hirukawa, Masanobu Taniguchi, Marc Hallin

For a class of regular estimators, Hájek, in his celebrated ``Convolution Theorem,'' showed that the asymptotic distribution of a regular estimator is the convolution of the distri…