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Approximate variances for tapered spectral estimates
Authors:Michael Amrein,Hans R. Kü  nsch
Affiliation:Seminar für Statistik, ETH Zürich, Rämistrasse 101, 8092 Zürich, Switzerland
Abstract:We propose an approximation of the asymptotic variance that removes a certain discontinuity in the usual formula for the raw and the smoothed periodogram in case a data taper is used. It is based on an approximation of the covariance of the (tapered) periodogram at two arbitrary frequencies. Exact computations of the variances for a Gaussian white noise and an AR(4) process show that the approximation is more accurate than the usual formula.
Keywords:Asymptotic variance   Data taper   (smoothed) Periodogram
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