Publication Date:
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.
Iris type:
01.01 Articolo in rivista
Keywords:
k-entropy; k-exponential; k-logarithm; information geometry; Fisher metric; dually-flat; fluctuation-response relation
List of contributors:
Scarfone, ANTONIO MARIA
Published in: