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Nonlinear Filtering and Smoothing

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Description

Nonlinear Filtering and SmoothingMost useful for graduate students in engineering and finance who have a basic knowledge of probability theory, this volume is designed to give a concise understanding of martingales, stochastic integrals, and estimation. It emphasizes applications. Many theorems feature heuristic proofs; others include rigorous proofs to reinforce physical understanding. Numerous end of chapter problems enhance the book's practical value. After introducing the basic

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Beginning with a study of the statistical mechanics of ideal gases and other systems of non-interacting particles

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