Topological Information Data Analysis

Topological Information Data Analysis

This paper presents methods that quantify the structure of statistical interactions within a given data set, and were applied in a previous article. It establishes new results on the <i>k</i>-multivariate mutual-information (<inline-formula> <math display="inline">...

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Bibliographic Details
Main Authors: Pierre Baudot, Monica Tapia, Daniel Bennequin, Jean-Marc Goaillard
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Entropy
Subjects:
information theory
cohomology
information category
topological data analysis
genetic expression
epigenetics
multivariate mutual-information
synergy
statistical independence
Online Access:https://www.mdpi.com/1099-4300/21/9/869

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