Information Geometry And Its Applications Pdf

information geometry and its applications pdf

File Name: information geometry and its applications .zip
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Published: 16.06.2021

Critchley, Frank and Marriott, Paul Signals and Communication Technology.

Information Geometry and Its Applications: An Overview

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Information geometry

Skip to Main Content. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Use of this web site signifies your agreement to the terms and conditions. Information geometry and its applications Abstract: Information geometry is a new mathematical discipline which applies the methodology of differential geometry to statistics. Therefore, families of exponential distributions are considered as embedded manifolds, called statistical manifolds. This includes so important families like the multivariate normal or the gamma distributions. Fisher information - well known in information theory - becomes a metric on statistical manifolds.

Skip to main content Skip to table of contents. Advertisement Hide. This service is more advanced with JavaScript available. Information Geometry and Its Applications. Front Matter Pages i-xiii.

Information Geometry and Its Applications

This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, which on the whole can be read independently. A manifold with a divergence function is first introduced, leading directly to dualistic structure, the heart of information geometry.

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It seems that you're in Germany. We have a dedicated site for Germany. This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, which on the whole can be read independently. A manifold with a divergence function is first introduced, leading directly to dualistic structure, the heart of information geometry.

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