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Estimation of entropy for Poisson marked point processes
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 L 2 and the almost surely consistency of this estimator …