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math-ph2015★ 3 cited
Extension of information geometry for modelling non-statistical systems
Ben Anthonis
In this dissertation, an abstract formalism extending information geometry is introduced. This framework encompasses a broad range of modelling problems, including possible applica…
math-ph2011★ 9 cited
Data Set Models and Exponential Families in Statistical Physics and Beyond
Jan Naudts, Ben Anthonis
The exponential family of models is defined in a general setting, not relying on probability theory. Some results of information geometry are shown to remain valid. Exponential fam…