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Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis

- A Frequency Domain Approach

Bag om Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis

The first two chapters are devoted to the basic theory of nonlinear functions of stationary Gaussian processes, Hermite polynomials, cumulants and higher order spectra, multiple Wiener-Ito integrals and finally chaotic Wiener-Ito spectral representation of subordinated processes.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9780387988726
  • Indbinding:
  • Paperback
  • Sideantal:
  • 270
  • Udgivet:
  • 30. juli 1999
  • Udgave:
  • 11999
  • Størrelse:
  • 235x155x15 mm.
  • Vægt:
  • 444 g.
  • 8-11 hverdage.
  • 7. december 2024

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The first two chapters are devoted to the basic theory of nonlinear functions of stationary Gaussian processes, Hermite polynomials, cumulants and higher order spectra, multiple Wiener-Ito integrals and finally chaotic Wiener-Ito spectral representation of subordinated processes.

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