Information geometry of tempered stable processes

February 17, 2025 Β· Declared Dead Β· πŸ› 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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