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arxiv: 1009.2698 · v2 · pith:TLJLGIMTnew · submitted 2010-09-14 · 📊 stat.CO · math.ST· stat.TH

Approximate variances for tapered spectral estimates

classification 📊 stat.CO math.STstat.TH
keywords approximationformulaperiodogramtaperedusualvariancesaccurateapproximate
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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.

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