Stationarity and second-order properties of a scalar-valued nonlinear time series with Gaussian residuals

In this paper, a necessary and sufficient condition is proved for the existence of physically realizable subordinated solution of a nonlinear time series model with Gaussian residuals. Explicit formulae are given for the transfer functions, autocovariance function, and spectral density function.