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Table of Contents: “... is the enemy of soccer: On constraints, Thai boxing, and love triangles -- How messy should you be to win a match? On the yin and yang of entropy -- Unique interactions: On chemistry in love and soccer -- How to identify the weakest link in the chain: From Sir...”

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Table of Contents: “...Edwin Thompson Jaynes -- A Tribute to Edwin T. Jaynes -- The Near-Irrelevance of Sampling Frequency Distributions -- Outlier Tolerant Parameter Estimation -- Universality, Prior Information and Maximum Entropy in Foams -- Texture Reconstruction in Noisy...”

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Table of Contents: “...Massive Inference and Maximum Entropy -- CV-NP Bayesianism by MCMC -- Which Algorithms are Feasible? A Maxent Approach -- Maximum Entropy, Likelihood and Uncertainty: A Comparison -- Probabilistic Methods for Data Fusion -- Whence the Laws of Probability...”

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Table of Contents: “...Applications -- Flow and diffusion images from Bayesian spectral analysis of motion-encoded NMR data -- Bayesian estimation of MR images from incomplete raw data -- Quantified maximum entropy and biological EPR spectra -- The vital importance of prior...”

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Table of Contents: “... Bayesian Networks -- The Bootstrap is Inconsistent with Probability Theory -- Data-Driven Priors for Hyperparameters in Regularization -- Mixture Modeling to Incorporate Meaningful Constraints Into Learning -- Maximum Entropy (Maxent) Method in Expert Systems...”

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Table of Contents: “... Analysis -- Bayesian Robustness -- Bayesian Robustness: A New Look from Geometry -- Local Posterior Robustness with Parametric Priors: Maximum and Average Sensitivity -- Clustering -- Tree-Structured Clustering via the Minimum Cross Entropy Principle -- Inverse...”

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Table of Contents: “...Dynamical Zeta Functions -- The Global Dynamics of Impact Oscillators -- Grazing in Impact Oscillators -- Topological Entropy of Unimodal Maps -- Hénon Mappings in the Complex Domain -- Symbolic Dynamics, Group Automorphisms and Markov Partitions -- A...”

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Table of Contents: “... -- Colombeau Generalized Functions and Stochastic Analysis -- Constructive Field Theoretic Methods and Stochastic Partial Differential Equations -- Quantum Yang-Mills Theory on Compact Surfaces -- Entropy and KMS Norms -- An Introduction to White Noise Analysis...”

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Table of Contents: “... -- Linear and non-linear decomposition of images using Gabor wavelets -- Multiresolution analyses, tiles, and scaling functions -- II Applications in engineering -- Innovations and entropy rate with applications in factorization, spectral estimation...”

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Table of Contents: “... Regression -- Data-Adaptive Kernel Estimation -- On the Nonparametric Estimation of the Entropy Functional -- II. Curve and Functional Estimation (Continued) -- Analysis of Samples of Curves -- Bootstrap Methods in Nonparametric Regression -- On the Influence...”

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Table of Contents: “... to Sea Floor Pressure Data -- Applications of Maximum Entropy and Bayesian Methods in Neutron Scattering -- The Conditional Entropy of a Canonical Constraint -- Solving Oversampled Data Problems by Maximum Entropy -- Constructing Priors in Maximum Entropy...”

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Table of Contents: “... and Entropy -- 4.2 Thermodynamics of the Equilibrium -- 4.3 Statistical Mechanics of Ideal and Real Systems -- 5. Fractals in Theoretical Physics -- 5.1 Non-random Fractals -- 5.2 Random Fractals: The Unbiased Random Walk -- 5.3 ‘A Single Length’ -- 5.4 Functional...”

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Table of Contents: “...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...”

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Table of Contents: “...How does the Brain Do Plausible Reasoning? -- The Relation of Bayesian and Maximum Entropy Methods -- An Engineer Looks at Bayes -- Bayesian Inductive Inference and Maximum Entropy -- Excerpts from Bayesian Spectrum Analysis and Parameter Estimation...”

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Table of Contents: “...Seti, Radon Transforms, and Optimization -- Inductive Inference by Neutral Networks -- On the Efficiency of a Class of Maximum Entropy Estimators -- Quantum Statistical Mechanics in Phase Space and the Classical Limit -- Superposition Effects...”

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Table of Contents: “... and social security projections for Bangladesh -- Stability of premium principles under maximum entropy perturbations -- Practical rating of variable accident excess-loss premiums -- Motor premium rating -- The mean square error of a randomly discounted sequence...”

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Table of Contents: “...I - Introduction -- Overview of the ASI on Nonlinear Stochastic Problems -- II - Spectral Estimation -- Estimation of structured covariance matrices: A generalization of the Burg technique -- Classification of radar clutter using the maximum-entropy...”

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