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Mathematics  2009 

$κ$-exponential models from the geometrical viewpoint

DOI: 10.1140/epjb/e2009-00154-y

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Abstract:

We discuss the use of Kaniadakis' $\kappa$-exponential in the construction of a statistical manifold modelled on Lebesgue spaces of real random variables. Some algebraic features of the deformed exponential models are considered. A chart is defined for each strictly positive densities; every other strictly positive density in a suitable neighborhood of the reference probability is represented by the centered $\Kln$ likelihood

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