Estimation of entropy for Poisson marked point processes Academic Article uri icon

abstract

  • Abstract In this paper a kernel estimator of the differential entropy of the mark distribution of a homogeneous Poisson marked point process is proposed. The marks have an absolutely continuous distribution on a compact Riemannian manifold without boundary. We investigate L2 and the almost surely consistency of this estimator as well as its asymptotic normality.

published proceedings

  • Advances in Applied Probability

author list (cited authors)

  • Alonso-Ruiz, P., & Spodarev, E.

citation count

  • 3

complete list of authors

  • Alonso-Ruiz, P||Spodarev, E

publication date

  • March 2017