Kaniadakis’s Information Geometry of Compositional Data

Kaniadakis’s Information Geometry of Compositional Data

We propose to use a particular case of Kaniadakis’ logarithm for the exploratory analysis of compositional data following the Aitchison approach. The affine information geometry derived from Kaniadakis’ logarithm provides a consistent setup for the geometric analysis of compositional data. Moreover,...

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Bibliographic Details
Main Authors: Giovanni Pistone, Muhammad Shoaib
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Entropy
Subjects:
Kaniadakis logarithm
information geometry
compositional data
affine displacement
affine statistical bundle
barycenter
Online Access:https://www.mdpi.com/1099-4300/25/7/1107

Internet

https://www.mdpi.com/1099-4300/25/7/1107

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