On the variance of the number of the number of real zeros of a random trigonometric polynomial

On the variance of the number of the number of real zeros of a random trigonometric polynomial

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Article ID: iaor19972516
Country: United States
Volume: 10
Issue: 1
Start Page Number: 57
End Page Number: 66
Publication Date: Jan 1997
Journal: Journal of Applied Mathematics and Stochastic Analysis
Authors:
Abstract:

The asymptotic estimate of the expected number of real zeros of the polynomial T(θ)=g1cosθ+g2cos2θ+ëëë+gncos where gj (j=1,2,...,n) is a sequence of independent normally distributed random variables is known. The present paper provides an upper estimate for the variance of such a number. To achieve this result the paper first presents a general formula for the covariance of the number of real zeros of any normal process, ξ(t), µoccurring in any two disjoint intervals. A formula for the variance of the number of real zeros of ξ(t) follows from this result.

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