2 papers
stat.ME2025
Statistical tests based on Renyi entropy estimation
Mehmet Siddik Cadirci, Dafydd Evans, Nikolai Leonenko +2
Entropy and its various generalizations are important in many fields, including mathematical statistics, communication theory, physics and computer science, for characterizing the…
math.ST2020
Entropy-based test for generalized Gaussian distributions
Mehmet Siddik Cadirci, Dafydd Evans, Nikolai Leonenko +1
In this paper, we provide the proof of consistency for the th nearest neighbour distance estimator of the Shannon entropy for an arbitrary fixed We construct th…