Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953)

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Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) image
ISBN-10:

3540693912

ISBN-13:

9783540693918

Edition: 2008
Released: Aug 25, 2008
Publisher: Springer
Format: Paperback, 270 pages

Description:

This volume will be useful to practising scientists and students working in the application of statistical models to real materials or to processes with perturbations of a Poisson process, a uniform process, or a state of independence for a bivariate process. We use information geometry to provide a common differential geometric framework for a wide range of illustrative applications including amino acid sequence spacings in protein chains, cryptology studies, clustering of communications and galaxies, cosmological voids, coupled spatial statistics in stochastic fibre networks and stochastic porous media, quantum chaology. Introduction sections are provided to mathematical statistics, differential geometry and the information geometry of spaces of probability density functions.

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