Statistical Complexity

Statistical Complexity
Author: K.D. Sen
Publisher: Springer Science & Business Media
Total Pages: 304
Release: 2011-08-27
Genre: Science
ISBN: 9048138906

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The understanding of electron density as the carrier of all the information of a multielectronic system is implicit in the theorems of density functional theory. Information theoretical based measures giving a quantitative understanding of statistical complexity of such systems is shaping up as a new area of research in chemical physics. This book is the first monograph of its kind covering the aspects of complexity measure in atoms and molecules.


Statistical Complexity
Language: en
Pages: 304
Authors: K.D. Sen
Categories: Science
Type: BOOK - Published: 2011-08-27 - Publisher: Springer Science & Business Media

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The understanding of electron density as the carrier of all the information of a multielectronic system is implicit in the theorems of density functional theory
Statistical Mechanics
Language: en
Pages: 374
Authors: James Sethna
Categories: Science
Type: BOOK - Published: 2006-04-07 - Publisher: OUP Oxford

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In each generation, scientists must redefine their fields: abstracting, simplifying and distilling the previous standard topics to make room for new advances an
Information and Complexity in Statistical Modeling
Language: en
Pages: 145
Authors: Jorma Rissanen
Categories: Mathematics
Type: BOOK - Published: 2007-12-15 - Publisher: Springer Science & Business Media

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No statistical model is "true" or "false," "right" or "wrong"; the models just have varying performance, which can be assessed. The main theme in this book is t
Stochastic Complexity In Statistical Inquiry
Language: en
Pages: 191
Authors: Jorma Rissanen
Categories: Technology & Engineering
Type: BOOK - Published: 1998-10-07 - Publisher: World Scientific

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This book describes how model selection and statistical inference can be founded on the shortest code length for the observed data, called the stochastic comple
Computational Complexity and Statistical Physics
Language: en
Pages: 394
Authors: Allon Percus
Categories: Computers
Type: BOOK - Published: 2006 - Publisher: Oxford University Press, USA

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Computer science and physics have been closely linked since the birth of modern computing. In recent years, an interdisciplinary area has blossomed at the junct