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Information geometry of tempered stable processes
February 17, 2025 Β· Declared Dead Β· π arXiv.org
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Authors
Jaehyung Choi
arXiv ID
2502.12037
Category
math.DG
Cross-listed
cs.IT,
math.PR
Citations
2
Venue
arXiv.org
Last Checked
3 months ago
Abstract
We find the information geometry of tempered stable processes. Beginning with the derivation of $Ξ±$-divergence between two tempered stable processes, we obtain the corresponding Fisher information matrices and the $Ξ±$-connections on their statistical manifolds. Furthermore, we explore statistical applications of this geometric framework. Various tempered stable processes such as generalized tempered stable processes, classical tempered stable processes, and rapidly-decreasing tempered stable processes are presented as illustrative examples.
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