عنوان

Maximum Entropy and Bayesian Methods :

9048140447

9401578605

9789048140442

9789401578608

b591875

Maximum Entropy and Bayesian Methods :

[Book]

Cambridge, England, 1988

edited by J. Skilling.

Dordrecht

Springer Netherlands : Imprint : Springer

1989

Fundamental Theories of Physics, An International Book Series on The Fundamental Theories of Physics: Their Clarification, Development and Application, 36.

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.

Cambridge, England, 1988

Distribution (Probability theory)

Mathematics.

Physical organic chemistry.

edited by J. Skilling.

J Skilling

[Book]

Y