These volumes cover non-linear filtering (prediction and
smoothing) theory and its applications to the problem of optimal
estimation, control with incomplete data, information theory, and
sequential testing of hypothesis. Also presented is the theory of
martingales, of interest to those who deal with problems in
financial mathematics. These editions include new material,
expanded chapters, and comments on recent progress in the
field.
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