8 citations · 24 across the 14 of their papers we have counts for
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Statistical tests based on Rényi entropy estimation
Mehmet Siddik Cadirci, Dafydd Evans, Nikolai Leonenko +1
Entropy and its various generalizations are important in many fields, including mathematical statistics, communication theory, physics and computer science, for characterizing the…
Estimation of quadratic density functionals under m-dependence
David Källberg, Oleg Seleznjev
In this paper, we study estimation of certain integral functionals of one or two densities with samples from stationary m-dependent sequences. We consider two types of U-statistic…
Statistical estimation of quadratic Rényi entropy for a stationary m-dependent sequence
David Källberg, Nikolaj Leonenko, Oleg Seleznjev
The Rényi entropy is a generalization of the Shannon entropy and is widely used in mathematical statistics and applied sciences for quantifying the uncertainty in a probability dis…
Estimation of entropy-type integral functionals
David Källberg, Oleg Seleznjev
Entropy-type integral functionals of densities are widely used in mathematical statistics, information theory, and computer science. Examples include measures of closeness between…
Statistical Inference for Rényi Entropy Functionals
David Källberg, Nikolaj Leonenko, Oleg Seleznjev
Numerous entropy-type characteristics (functionals) generalizing Rényi entropy are widely used in mathematical statistics, physics, information theory, and signal processing for ch…