Nearest-neighbor Entropy Estimators with Weak Metrics

Evgeniy Timofeev, Alexei Kaltchenko

A problem of improving the accuracy of nonparametric entropy estimation for a stationary ergodic process is considered. New weak metrics are introduced and relations between metric…