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Predictive Statistical Mechanics
A Nonequilibrium Ensemble Formalism
Hardback
28 February 2002
$227.00
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Predictive Statistical Mechanics
$227.00
Description
Chapters 1 to 5 include a description of the philosophy, foundations, and construction (methodology) of the formalism, including the derivation of a nonequilibrium grand-canonical ensemble for far-from-equilibrium systems as well as the derivation of a quantum nonlinear kinetic theory and a response function theory together with a theory of scattering. In chapter 6 applications of the theory are cataloged, making comparisons with experimental data (a basic step for the validation of any theory). Chapter 7 is devoted to the description of irreversible thermodynamics, providing a far-reaching generalization of Informational-Statistical Thermodynamics. The last chapter gives an overall picture of the formalism, and questions and criticisms related to it are discussed.
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Statistical Prediction in Corrections
A critical assessment of the uses of statistical prediction in corrections is the focus of this report. Also included are reviews by Billy Wasson and James Rowland.
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Statistical Prediction and Machine Learning
This book unifies conventional statistical thinking and contemporary machine learning framework into a single overarching umbrella over data science. The book is designed to bridge the knowledge gap...
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Statistical Techniques for Bankruptcy Prediction
Master's Thesis from the year 2005 in the subject Business economics - Accounting and Taxes, grade: 1,0, European University Viadrina Frankfurt (Oder), course: International Business Administration,...
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