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The Resolution Of Closely Adjacent Spectral Lines

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  • E. J. Hannan
  • B. G. Quinn

Abstract

. The problem is that of determining the parameters in a trigonometric polynomial when it is observed with added stationary noise. The frequencies, in particular, must be determined and the situation especially considered is that where these are close together. A similar problem arises if an angular frequency is close to zero or π. The method of estimation is the maximization of the regression sum of squares as a function of the unknown frequencies. In the asymptotic theory, the closely adjacent frequencies are separated by an amount that is of the order T‐1, where T is the length of the series. Simulations show that this asymptotic treatment gives a better approximation in cases where the separation is of this magnitude than that obtained by treating the frequencies as fixed.

Suggested Citation

  • E. J. Hannan & B. G. Quinn, 1989. "The Resolution Of Closely Adjacent Spectral Lines," Journal of Time Series Analysis, Wiley Blackwell, vol. 10(1), pages 13-31, January.
  • Handle: RePEc:bla:jtsera:v:10:y:1989:i:1:p:13-31
    DOI: 10.1111/j.1467-9892.1989.tb00012.x
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    Cited by:

    1. A. M. Walker, 2003. "A note on estimation by least squares for harmonic component models," Journal of Time Series Analysis, Wiley Blackwell, vol. 24(5), pages 613-629, September.

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