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Bayesian Inference and Maximum Entropy Methods in Science and Engineering is written by Rainer Fischer and published by A I P Press. It's available with International Standard Book Number or ISBN identification 0735402175 (ISBN 10) and 9780735402171 (ISBN 13).
All papers were peer reviewed. Bayesian Inference and Maximum Entropy Methods in Science and Engineering provide a framework for analyzing ill-conditioned data. Maximum Entropy is a theoretical method to draw conclusions when little information is available. Bayesian probability theory provides a formalism for scientific reasoning by analyzing noisy or imcomplete data using prior knowledge.