Monotone measures of statistical complexity
Data Analysis, Statistics and Probability
2016-01-20 v2
Abstract
We introduce and discuss the notion of monotonicity for the complexity measures of general probability distributions, patterned after the resource theory of quantum entanglement. Then, we explore whether this property is satisfied by the three main intrinsic measures of complexity (Cramer-Rao, Fisher-Shannon, LMC) and some of their generalizations.
Keywords
Cite
@article{arxiv.1510.01547,
title = {Monotone measures of statistical complexity},
author = {Łukasz Rudnicki and Irene V. Toranzo and Pablo Sanchez-Moreno and Jesus S. Dehesa},
journal= {arXiv preprint arXiv:1510.01547},
year = {2016}
}
Comments
Version accepted in Physics Letters A