We explore the information geometric structure of the statistical manifold generated by the k-deformed exponential family. The dually-flat manifold is obtained as a dualistic Hessian structure by introducing suitable generalization of the Fisher metric and affine connections. As a byproduct, we obtain the fluctuation-response relations in the k-formalism based on the k-generalized exponential family.
Information geometry on the kappa-thermostatistics
Scarfone AM
2015
Abstract
We explore the information geometric structure of the statistical manifold generated by the k-deformed exponential family. The dually-flat manifold is obtained as a dualistic Hessian structure by introducing suitable generalization of the Fisher metric and affine connections. As a byproduct, we obtain the fluctuation-response relations in the k-formalism based on the k-generalized exponential family.File in questo prodotto:
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Descrizione: Information Geometry on the k-Thermostatistics
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