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arwini khadiga; dodson c. t. j. - information geometry
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Information Geometry Near Randomness and Near Independence

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 08/2008





Trama

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.





Sommario

Mathematical Statistics and Information Theory.- to Riemannian Geometry.- Information Geometry.- Information Geometry of Bivariate Families.- Neighbourhoods of Poisson Randomness, Independence, and Uniformity.- Cosmological Voids and Galactic Clustering.- Amino Acid Clustering.- Cryptographic Attacks and Signal Clustering.- Stochastic Fibre Networks.- Stochastic Porous Media and Hydrology.- Quantum Chaology.










Altre Informazioni

ISBN:

9783540693918

Condizione: Nuovo
Collana: Lecture Notes in Mathematics
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:X, 260 p. 103 illus.
Pagine Arabe: 260
Pagine Romane: x


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