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Probability Theory: The Logic of Science - Book by E. T. Jaynes

E. T. Jaynes’ Probability Theory: The Logic of Science presents a comprehensive approach to probability, viewing it as an extension of logical reasoning rather than just a mathematical tool. Jaynes emphasizes that probability theory should be applied to understand scientific data and uncertainties in real-world situations. He introduces Bayesian methods to solve problems in various scientific disciplines, arguing that probabilities represent degrees of belief based on evidence.
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