Information Geometry Near Randomness and Near Independence /

• Main Authors: Arwini, Khadiga A. (Author), Dodson, Christopher T. J. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Series: Lecture Notes in Mathematics, 1953
• Subjects: Mathematics.; Applied mathematics.; Engineering mathematics.; Differential geometry.; Probabilities.; Biomathematics.; Statistics.; Continuum mechanics.; Differential Geometry.; Applications of Mathematics.; Probability Theory and Stochastic Processes.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Continuum Mechanics and Mechanics of Materials.; Genetics and Population Dynamics.

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...

Table of Contents:

• 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.