Central limit theorems for local empirical processes near boundaries of sets

John H. J. Einmahl, Estáte V. Khmaladze

We define the local empirical process, based on $n$ i.i.d. random vectors in dimension $d$, in the neighborhood of the boundary of a fixed set. Under natural conditions on the shri…