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SPECTRAL DENSITY ESTIMATION FROM NONLINEARLY OBSERVED DATA

机译:SPECTRAL DENSITY ESTIMATION FROM NONLINEARLY OBSERVED DATA

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Abstract.The estimation of the spectral density function of a stationary Gaussian process at the input of an instantaneous nonlinearity is considered when the nonlinearity is known and a finite set of observations of the output process is given. A class of spectral estimates is considered and their quadratic‐mean consistency is established; precise asymptotic expressions for their bias and covariance are derived and their asymptotic normality is obtaine

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