Maximum Entropy and Bayesian Methods [E-Book] : Cambridge, England, 1988 / edited by J. Skilling.
Saved in:
Full text |
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Personal Name(s): | Skilling, J., editor |
Imprint: |
Dordrecht :
Springer,
1989
|
Physical Description: |
XVI, 526 p. online resource. |
Note: |
englisch |
ISBN: |
9789401578608 |
DOI: |
10.1007/978-94-015-7860-8 |
Series Title: |
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"name" and "number" keys or a flat string containing only the series
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Fundamental Theories of Physics, An International Book Series on The Fundamental Theories of Physics: Their Clarification, Development and Application ;
36 |
Subject (LOC): |
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245 | 1 | 0 | |a Maximum Entropy and Bayesian Methods |h [E-Book] : |b Cambridge, England, 1988 / |c edited by J. Skilling. |
246 | 3 | |a Cambridge, England, 1988 | |
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300 | |a XVI, 526 p. |b online resource. | ||
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490 | |a Fundamental Theories of Physics, An International Book Series on The Fundamental Theories of Physics: Their Clarification, Development and Application ; |v 36 | ||
500 | |a englisch | ||
505 | 0 | |a Tutorial -- Clearing up Mysteries — The Original Goal -- From Rationality and Consistency to Bayesian Probability -- Classic Maximum Entropy -- Developments in Maximum Entropy Data Analysis -- The Three Phases of Statistical Mechanics -- Bell’s Theorem. Inference and Quantum Transactions -- Philosophy -- Probability, Philosophy and Science: A briefing for Bayesians -- Statistical thermodynamics & Quantum mechanics -- The Statistics of Quantum Mechanical Wavefunctions -- Justification of the Maximum Entropy Criterion in Quantum Mechanics -- Approaches to Non-Equilibrium Statistical Mechanics -- Applications of Maximum Entropy to Condensed Matter Physics -- Problems of Maximum-Entropy Formalism in the Statistical Geometry of Simple Liquids -- Physical measurement techniques -- Liquid Structure Factor Determination by Neutron Scattering — Some Dangers of Maximum Entropy -- Quasielastic Neutron Scattering Data Evaluation Using the Maximum Entropy Method -- Maximum Entropy Reconstruction in Magnetic Resonance Imaging -- Solution of Autocorrelation Function Constrained Maximum Entropy Problems Using the Method of Simulated Annealing -- Solution of Laplace Transform Equations (Sum of Exponentials) by Maximum Entropy -- Maximum Entropy and Bayesian Approach in Tomographic Image Reconstruction and Restoration -- Crystallography -- Maximum-Entropy-Based Approaches to X-ray Structure Determination and Data Processing -- Maximum Entropy in Crystallography -- A Multisolution Phase Determination Method in X-Ray Crystallography -- The Challenge of X-RAY and Neutron Powder Diffraction -- A Statistical Potential for Modelling X-ray Electron Density Maps with Known Phases -- Chemical Spectroscopy -- Enhanced Information Recovery From Spectroscopic Data Using MaxEnt -- Bayesian Spectrum Analysis on Quadrature Nmr Data with Noise Correlations -- Selective Data-Sampling and Reconstruction of Phase Sensitive 2D NMR Spectra Using Maximum Entropy -- A New Maximum Entropy Processing Algorithm, with Applications to Nuclear Magnetic Resonance Experiments -- Sampling Strategies for Magnetic Resonance Experiments -- The Inverse Problem for Nuclear Magnetic Resonance -- Time series, Power spectra -- Maximum Entropy Calculations on a Discrete Probability Space: Predictions Confirmed -- Application of Classical, Bayesian and Maximum Entropy Spectrum Analysis to Nonstationary Time Series Data -- Identifying Discrete Cycles in Economic Data: Maximum Entropy Spectra and the Direct Fitting of Sinusoidal Functions -- Maximum Entropy Spectral Analysis of Hilbert Transformed Complex Data -- Astronomical techniques -- Maximum Entropy Tomography of Accretion Discs from Their Emission Lines -- Distances to Clusters of Galaxies Using Maximum Entropy -- The Application of Maximum Entropy Techniques to Chopped Astronomical Infrared Data -- Neural networks -- The Use of Bayesian and Entropic Methods in Neural Network Theory -- Electronic ‘Neural’ Nets for Solving Ill-Posed Problems with an Entropy Regulariser -- Fundamentals, Statistics -- Bayesian Model Selection: Examples Relevant to NMR -- Regularization and Inverse Problems -- Maximum Entropy and Inductive Inference -- Maximum Specific Entropy, Knowledge, Ordering, and Physical Measurements -- The Metrics Induced by the Kullback Number -- The Paradox of the Money Pump: A Resolution -- Constrained Maximum Entropy Methods in an Image Reconstruction Problem -- Entropy + Rain = Floods -- Maximum Entropy and Constrained Optimization -- The Eigenvalues of Mega-dimensional Matrices -- Bayesian Evaluation of Discrepant Experimental Data -- Superresolution limit for Signal recovery -- A Monotonic Property of Distributions Based on Entropy with Fractile Constraints -- Kinetic Theory and Ensembles of Maximum Entropy -- On the Use of Quadratic Regularisation within Maximum Entropy Image Restoration -- From Chirp to Chip, a Beginning -- Bayesian Data Analysis: Straight-line fitting. | |
650 | 0 | |a Electrical engineering. | |
650 | 0 | |a Mathematics. | |
650 | 0 | |a Measurement. | |
650 | 0 | |a Physical chemistry. | |
650 | 0 | |a Physical measurements. | |
650 | 0 | |a Probabilities. | |
700 | 1 | |a Skilling, J., |e editor | |
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