Exploratory Data Analysis Using Fisher Information

This book uses a mathematical approach to deriving the laws of science and technology, based upon the concept of Fisher information. The approach that follows from these ideas is called the principle of Extreme Physical Information (EPI).

Exploratory Data Analysis Using Fisher Information

Exploratory Data Analysis Using Fisher Information

This book uses a mathematical approach to deriving the laws of science and technology, based upon the concept of Fisher information. The approach that follows from these ideas is called the principle of Extreme Physical Information (EPI). The authors show how to use EPI to determine the theoretical input/output laws of unknown systems. Will benefit readers whose math skill is at the level of an undergraduate science or engineering degree.

More Books:

Exploratory Data Analysis Using Fisher Information
Language: en
Pages: 363
Authors: Roy Frieden, Robert A. Gatenby
Categories: Computers
Type: BOOK - Published: 2010-05-27 - Publisher: Springer Science & Business Media

This book uses a mathematical approach to deriving the laws of science and technology, based upon the concept of Fisher information. The approach that follows from these ideas is called the principle of Extreme Physical Information (EPI). The authors show how to use EPI to determine the theoretical input/output laws
Information Theory and Statistical Learning
Language: en
Pages: 439
Authors: Frank Emmert-Streib, Matthias Dehmer
Categories: Computers
Type: BOOK - Published: 2009 - Publisher: Springer Science & Business Media

This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive overview of the many different methods that have been developed in numerous contexts.
Science from Fisher Information
Language: en
Pages: 490
Authors: B. Roy Frieden
Categories: Science
Type: BOOK - Published: 2004-06-10 - Publisher: Cambridge University Press

The second edition of the hugely successful Physics from Fisher Information.
The Palgrave Handbook of Quantum Models in Social Science
Language: en
Pages: 365
Authors: Emmanuel Haven, Andrei Khrennikov
Categories: Business & Economics
Type: BOOK - Published: 2017-02-06 - Publisher: Springer

It is not intuitive to accept that there exists a link between quantum physical systems and cognitive systems. However, recent research has shown that cognitive systems and collective (social) systems, including biology, exhibit uncertainty which can be successfully modelled with quantum probability. The use of such probability allows for the
Information Geometry
Language: en
Pages: 356
Authors: Geert Verdoolaege
Categories: Juvenile Nonfiction
Type: BOOK - Published: 2019-04-04 - Publisher: MDPI

This Special Issue of the journal Entropy, titled “Information Geometry I”, contains a collection of 17 papers concerning the foundations and applications of information geometry. Based on a geometrical interpretation of probability, information geometry has become a rich mathematical field employing the methods of differential geometry. It has numerous applications

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