Information Geometry

Near Randomness and Near Independence
Buch | Softcover
X, 260 Seiten
2008 | 2008
Springer Berlin (Verlag)
978-3-540-69391-8 (ISBN)

Lese- und Medienproben

Information Geometry - Khadiga Arwini, C. T. J. Dodson
64,19 inkl. MwSt
This volume uses information geometry to give a common differential geometric framework for a wide range of illustrative applications including amino acid sequence spacings, cryptology studies, clustering of communications and galaxies, and cosmological voids.

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.

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.

Erscheint lt. Verlag 25.8.2008
Reihe/Serie Lecture Notes in Mathematics
Zusatzinfo X, 260 p. 103 illus.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 410 g
Themenwelt Mathematik / Informatik Mathematik Geometrie / Topologie
Schlagworte 53B50, 60D05, 62B10, 62P35, 74E35, 92D20 • Clustering • Communication • Differential Geometry • Gamma models • Hydrology • Independence perturbation • information geometry • Information Theory • Inter-event spacing • Mathematical Statistics • Poisson perturbation • Riemannian Geometry • Signal • Statistica
ISBN-10 3-540-69391-2 / 3540693912
ISBN-13 978-3-540-69391-8 / 9783540693918
Zustand Neuware
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