Computational information geometry: theory and practice
Karim Anaya-Izquierdo,
Frank Critchley,
Paul Marriott
et al.
Abstract:This paper lays the foundations for a unified framework for numerically and computationally applying methods drawn from a range of currently distinct geometrical approaches to statistical modelling. In so doing, it extends information geometry from a manifold based approach to one where the simplex is the fundamental geometrical object, thereby allowing applications to models which do not have a fixed dimension or support. Finally, it starts to build a computational framework which will act as a proxy for the … Show more
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