TY  - BOOK
AU  - 
AU  - 
ED  - SpringerLink (Online service)
TI  - Information Geometry: Near Randomness and Near Independence 
T2  - Lecture Notes in Mathematics,
SN  - 9783540693932
AV  - QA641-670 
U1  - 516.36 23
PY  - 2008///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg
KW  - Mathematics
KW  - Genetics
KW  - Global differential geometry
KW  - Distribution (Probability theory)
KW  - Materials
KW  - Differential Geometry
KW  - Probability Theory and Stochastic Processes
KW  - Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
KW  - Continuum Mechanics and Mechanics of Materials
KW  - Genetics and Population Dynamics
N1  - 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; ZDB-2-SMA; ZDB-2-LNM
N2  - 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
UR  - http://dx.doi.org/10.1007/978-3-540-69393-2
ER  -