Statistics of Random Processes: I. General Theory (Stochastic Modelling and Applied Probability, #5)

by Robert S. Liptser and Albert N. Shiryaev

B. Aries (Translator)

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Book cover for Statistics of Random Processes

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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.

  • ISBN13 9783540639299
  • Publish Date 6 November 2000
  • Publish Status Active
  • Publish Country DE
  • Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Edition 2nd rev. and exp. ed. 2001
  • Format Hardcover
  • Pages 427
  • Language English