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Kaniadakis's Information Geometry of Compositional Data.
- Source :
-
Entropy . Jul2023, Vol. 25 Issue 7, p1107. 13p. - Publication Year :
- 2023
-
Abstract
- 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, the affine setup suggests a rationale for choosing a specific divergence, which we name the Kaniadakis divergence. [ABSTRACT FROM AUTHOR]
- Subjects :
- *AFFINE geometry
*GEOMETRY
*GEOMETRIC analysis
*DATA analysis
*LOGARITHMS
Subjects
Details
- Language :
- English
- ISSN :
- 10994300
- Volume :
- 25
- Issue :
- 7
- Database :
- Academic Search Index
- Journal :
- Entropy
- Publication Type :
- Academic Journal
- Accession number :
- 168601334
- Full Text :
- https://doi.org/10.3390/e25071107