[PDF][PDF] Hellinger distance between generalized normal distributions

C Kitsos, T Toulias - Br. J. Math. Comput. Sci, 2017 - academia.edu
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 …

Uncertainty in environmental economics: The problem of entropy and model choice

G Halkos, C Kitsos - Economic Analysis and Policy, 2018 - Elsevier
In this paper the appropriate background in mathematics and statistics is considered in
developing methods to investigate the uncertainty problem associated with environmental …

The gamma-order generalized Chi-gamma distribution: Accepted-June 2024

C Kitsos, I Stamatiou - REVSTAT-Statistical Journal, 2024 - revstat.ine.pt
The various attempts to present a generalized Normal distribution came to a conclusion by
trial and error, rather than a theoretical framework. It is the γ-order Generalized Normal …

Information divergence and the generalized normal distribution: A study on symmetricity

TL Toulias, CP Kitsos - Communications in Mathematics and Statistics, 2021 - Springer
This paper investigates and discusses the use of information divergence, through the widely
used Kullback–Leibler (KL) divergence, under the multivariate (generalized) γ γ-order …

Evaluating transfer entropy for normal and γ-order normal distributions

K Hlaváčková-Schindler… - British Journal of …, 2016 - journal.submissionpages.com
Since its introduction, transfer entropy has become a popular information-theoretic tool for
detecting causal inference between two discretized random processes. By means of …

Hazard rate and future lifetime for the generalized normal distribution

TL Toulias, CP Kitsos - Recent Studies on Risk Analysis and Statistical …, 2018 - Springer
The target of this paper is to discuss a generalized form of the well-known Law of Frequency
Error. This particular Law of Frequency of Errors is what is known as “Gaussian” or “Normal” …

Applying Logarithm Sobolev Inequalities to Probability and Statistics

CP Kitsos - Mathematical Analysis, Differential Equations and …, 2024 - World Scientific
The target of this chapter is to investigate (and try to add more results to) the statistical
results based on logarithm Sobolev inequalities. Heisenberg's uncertainty principle can be …

Mathematics vs. Statistics in tackling Environmental Economics uncertainty

G Halkos, C Kitsos - 2018 - mpra.ub.uni-muenchen.de
In this paper the appropriate background in Mathematics and Statistics is considered in
developing methods to investigate Risk Analysis problems associated with Environmental …

Inequalities in Statistics and Information Measures

CP Kitsos, TL Toulias - Differential and Integral Inequalities, 2019 - Springer
This paper presents and discusses a number of inequalities in the area of two distinct
mathematical branches, with not that different line of thought: Statistics and Mathematical …

[PDF][PDF] Information Distances and Divergences for the Generalized Normal Distribution

TL Toulias, CP Kitsos - Advances in Mathematics and Computer …, 2019 - researchgate.net
The study of relative measures of information between two distributions that characterizes an
Input/Output System is important for the investigation of the informational ability and …