Information Geometry Near Randomness and Near Independence /

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Arwini, Khadiga (Autor), Dodson, C. T. J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Lecture Notes in Mathematics,
Temas:
Geometry, Differential.
Mathematics.
Probabilities.
Statistics .
Mechanics, Applied.
Solids.
Population genetics.
Differential Geometry.
Applications of Mathematics.
Probability Theory.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Solid Mechanics.
Population Genetics.
Acceso en línea:Texto Completo
Descripción
Sumario: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.
Descripción Física:X, 260 p. 103 illus. online resource.
ISBN:9783540693932
ISSN:1617-9692

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