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Maximum Entropy and Bayesian Methods

This volume contains the proceedings of the Fifteenth International Workshop on Maximum Entropy and Bayesian Methods, held in Sante Fe, New;

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Statistical Foundations Of Entropy, The

This book presents an innovative unified approach to the statistical foundations of entropy and the fundamentals of equilibrium statistical;

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Statistical Data Analysis and Entropy

This book reconsiders statistical methods from the point of view of entropy, and introduces entropy-based approaches for data analysis;

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Statistical Data Analysis and Entropy

This book reconsiders statistical methods from the point of view of entropy, and introduces entropy-based approaches for data analysis;

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Statistical Methods For Speech Recogniti

statistical techniques such as hidden Markov models, decision trees, the expectation-maximization algorithm, information theoretic goodness criteria;

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Quantum Statistical Mechanics

This book establishes the foundations of non-equilibrium quantum statistical mechanics in order to support students and academics;

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Time's Arrow

is simple: The entropy of a closed system cannot decrease. Since the recognition that macroscopic phenomena have an atomic basis, it has remained a;

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Statistical Physics

provide a powerful tool for the statistical analysis of physical phenomena. The treatment begins with an introductory chapter on entropy and;

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Fluctuation Theorems under Divergent Entropy Production and their Applications for Fundamental Problems in Statistical Physics

This book presents the derivation of the fluctuation theorems with divergent entropy production and their application to fundamental;

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Fluctuation Theorems under Divergent Entropy Production and their Applications for Fundamental Problems in Statistical Physics

This book presents the derivation of the fluctuation theorems with divergent entropy production and their application to fundamental;

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Mathematical Theory Of Entropy

Originally published in 1981, this excellent treatment of the mathematical theory of entropy gives an accessible exposition of the ways;

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A Student's Guide to Entropy

. Innovative aspects of the book include the construction of statistical entropy from desired properties, the derivation of the entropy of classical;

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A Student's Guide to Entropy

. Innovative aspects of the book include the construction of statistical entropy from desired properties, the derivation of the entropy of classical;

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Quantum Statistical Mechanics

entropy production in quantum kinetic theory and in the master equation formulation of non-equilibrium statistical mechanics. The first half;

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Maximum Entropy Econometrics

-estimation and inference. Seldom, however, are the economic and statistical models correctly specified, the data complete or capable of being;

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Entropy and the Time Evolution of Macroscopic Systems

This book is based on the premise that the entropy concept, a fundamental element of probability theory as logic, governs all of thermal;

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Nonextensive Entropy Interdisciplinary Application

approaches involving the maximization of entropy and of Boltzmann-Gibbs statistical mechanics and standard laws in a natural way. The book addresses;

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Entropy and Non-Equilibrium Statistical Mechanics

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Encyclopedia of Mathematics and its Applications

Originally published in 1981, this excellent treatment of the mathematical theory of entropy gives an accessible exposition of the ways;

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Probability And Information

. Topics covered include discrete and continuous random variables, entropy and mutual information, maximum entropy methods, the central limit;

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Probability and Information

. Topics covered include discrete and continuous random variables, entropy and mutual information, maximum entropy methods, the central limit;

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Mathematical Foundations of Infinite-Dimensional Statistical Models

This book develops the theory of statistical inference in statistical models with an infinite-dimensional parameter space, including;

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Entropy of Complex Processes and Systems

Entropy of Complex Processes and Systems formalizes our understanding of many complex processes, including the development of the;

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Gibbs' Entropic Paradox and Problems of Separation Processes

substantiates it on the basis of physical and statistical principles. The book clearly shows that entropy consists of two parts, static and;

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The Unity of Science

(Newton and Coulomb's laws, special relativity, Schrodinger's equation and the concept of entropy). Additional features include;

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An Introduction to Thermodynamics and Statistical Mechanics

of physics. The book covers First Law of Thermodynamics, Entropy and Second Law ofThermodynamics, Thermodynamic Relations, The Statistical Basis;

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Mathematical Foundations and Applications of Graph Entropy

This latest addition to the successful Network Biology series presents current methods for determining the entropy of networks, making it;

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