Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) 2008th Edition by Khadiga Arwini (PDF)

Description

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.

User’s Reviews

Editorial Reviews: From the Back Cover 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.

Reviews from Amazon users which were colected at the time this book was published on the website:

⭐The book is a quite good initiation to the subject of information geometry. Although the Amari’s book is still a classical reference, I believe that this one is more suitable for those with engineering background and who would like to start developing something within the area of information geometry since it presents the subject in a more general fashion allowing the reader to extent some of the concepts for diffent cases. The number of applications covered by the authors is really good and shows the potential of the tool. I would say that this book long with the one from Murray and Rice (Differential Geometry and Statistics) and the Amari one (Methods of Information Theory) are the “must have” books for who is interested in the area.

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Free Download Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) 2008th Edition in PDF format
Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) 2008th Edition PDF Free Download
Download Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) 2008th Edition 2008 PDF Free
Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) 2008th Edition 2008 PDF Free Download
Download Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) 2008th Edition PDF
Free Download Ebook Information Geometry: Near Randomness and Near Independence (Lecture Notes in Mathematics, 1953) 2008th Edition