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: “... and Period -- Linking the Plausible and Demonstrative Inferences -- Dimensional Analysis in Data Modeling -- Entropies of Likelihood Functions -- Maximum Likelihood Estimation of the Lagrange Parameters of the Maximum Entropy Distributions -- Entropy of Form...”

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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: “...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: “...Bayesian Spectrum and Chirp Analysis -- On Entropy Rate -- State Spaces and Initial Estimates in Minimum Relative-Entropy Inversion with Application to Spectrum Analysis and Image Enhancement -- Relative-Entropy Minimization with Uncertain Constraints...”

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