C. P. Kitsos

Hellinger Distance Between Generalized Normal Distributions

C. P. Kitsos & T. L. Toulias · Journal of Advances in Mathematics and Computer Science · 2017

A relative measure of informational distance between two distributions is introduced in this paper. For this purpose the Hellinger distance is used as it obeys to the definition of a distance metric and, thus, provides a measure of informational “proximity” between of two distrib...

Open access Research Article 10.9734/BJMCS/2017/32229

Evaluating Transfer Entropy for Normal and γ-Order Normal Distributions

K. Hlaváčková-Schindler, T. L. Toulias & C. P. Kitsos · Journal of Advances in Mathematics and Computer Science · 2016

Since its introduction, transfer entropy has become a popular information-theoretic tool for detecting causal inference between two discretized random processes. By means of statistical tools we evaluate the transfer entropy of stationary processes whose continuous probability di...

Open access Research Article 10.9734/BJMCS/2016/27377