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Some Mathematical Preliminaries

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Abstract

Having stated the problems we would like to solve, we now proceed to find reasonable mathematical notions corresponding to the quantities mentioned and mathematical models for the problems. In short, here is a first list of the notions that need a mathematical interpretation:

  1. (1)

    A random quantity

  2. (2)

    Independence

  3. (3)

    Parametrized (discrete or continuous) families of random quantities

  4. (4)

    What is meant by a “best” estimate in the filtering problem (Problem 3)

  5. (5)

    What is meant by an estimate “based on” some observations (Problem 3)?

  6. (6)

    What is the mathematical interpretation of the “noise” terms?

  7. (7)

    What is the mathematical interpretation of the stochastic differential equations?

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© 1992 Springer-Verlag Berlin Heidelberg

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Øksendal, B. (1992). Some Mathematical Preliminaries. In: Stochastic Differential Equations. Universitext. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-02847-6_2

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  • DOI: https://doi.org/10.1007/978-3-662-02847-6_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-53335-1

  • Online ISBN: 978-3-662-02847-6

  • eBook Packages: Springer Book Archive

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