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Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis - Info and Reading Options

A Frequency Domain Approach

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The cover of “Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis” - Open Library.

"Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis" is published by Springer in July 30, 1999, it has 260 pages and the language of the book is English.


“Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis” Metadata:

  • Title: ➤  Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis
  • Author:
  • Language: English
  • Number of Pages: 260
  • Publisher: Springer
  • Publish Date:

“Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis” Subjects and Themes:

Edition Specifications:

  • Format: Paperback
  • Weight: 12.8 ounces
  • Dimensions: 9.2 x 5.9 x 0.7 inches

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Snippets and Summary:

There are several ways to approach Hermite polynomial systems, cumulants and their relationship.

"Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis" Description:

The Open Library:

"The first part of this work presents the basic theory of nonlinear functions of stationary Gaussian processes, Hermite polynomials, cumulants, higher order spectra, and multiple Wiener - Ito integrals." "The main results concern bilinear processes with Gaussian white noise input, and employ the technique of chaotic representation. Three classes of bilinear processes are considered, the simple bilinear model, the general bilinear model with scalar value, and the multiple bilinear model.". "The book should prove valuable to students interested in nonlinear time series analysis and applications, to research workers is nonlinear stochastic analysis, and to people interested in practical data analysis."--BOOK JACKET.

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