The object of the present work is a systematic statistical
analysis of bilinear processes in the frequency domain. 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. There are two chapters for general nonlinear time series
problems."
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