Exploratory Data Analysis Using Fisher Information

Exploratory Data Analysis Using Fisher Information
Author: Roy Frieden
Publisher: Springer Science & Business Media
Total Pages: 375
Release: 2010-05-27
Genre: Computers
ISBN: 1846287774


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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.


Exploratory Data Analysis Using Fisher Information
Language: en
Pages: 375
Authors: Roy Frieden
Categories: Computers
Type: BOOK - Published: 2010-05-27 - Publisher: Springer Science & Business Media

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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 f
Science from Fisher Information
Language: en
Pages: 516
Authors: B. Roy Frieden
Categories: Mathematics
Type: BOOK - Published: 2004-06-10 - Publisher: Cambridge University Press

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A new edition of the hugely successful 'Physics from Fisher Information'.
Secondary Analysis of Electronic Health Records
Language: en
Pages: 435
Authors: MIT Critical Data
Categories: Medical
Type: BOOK - Published: 2016-09-09 - Publisher: Springer

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This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates
Exploratory Data Analysis with MATLAB
Language: en
Pages: 589
Authors: Wendy L. Martinez
Categories: Mathematics
Type: BOOK - Published: 2017-08-07 - Publisher: CRC Press

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Praise for the Second Edition: "The authors present an intuitive and easy-to-read book. ... accompanied by many examples, proposed exercises, good references, a
Information Theory and Statistical Learning
Language: en
Pages: 443
Authors: Frank Emmert-Streib
Categories: Computers
Type: BOOK - Published: 2009 - Publisher: Springer Science & Business Media

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This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive