Bayesian Probability Theory: Applications in the Physical by Wolfgang von der Linden

By Wolfgang von der Linden

From the fundamentals to the leading edge of contemporary study, this booklet provides all elements of chance idea, information and information research from a Bayesian viewpoint for physicists and engineers. The ebook provides the roots, purposes and numerical implementation of chance conception, and covers complex themes corresponding to greatest entropy distributions, stochastic strategies, parameter estimation, version choice, speculation trying out and experimental layout. furthermore, it explores state-of-the paintings numerical concepts required to resolve challenging real-world difficulties. The ebook is perfect for college kids and researchers in actual sciences and engineering.

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