Large deviations for the volume of $k$-nearest neighbor balls

Christian Hirsch, Taegyu Kang, Takashi Owada

This paper develops the large deviations theory for the point process associated with the Euclidean volume of $k$-nearest neighbor balls centered around the points of a homogeneous…