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Estimation of the location and exponent of the spectral singularity of a long memory process

Hidalgo, Javier and Soulier, Philippe (2004) Estimation of the location and exponent of the spectral singularity of a long memory process. Journal of Time Series Analysis, 25 (1). pp. 55-81. ISSN 0143-9782

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Identification Number: 10.1111/j.1467-9892.2004.00337.x

Abstract

We consider the estimation of the location of the pole and memory parameter ω0 and d of a covariance stationary process with spectral density. We investigate optimal rates of convergence for the estimators of ω0 and d, and the consequence that the lack of knowledge of ω0 has on the estimation of the memory parameter d. We present estimators which achieve the optimal rates. A small Monte-Carlo study is included to illustrate the finite sample performance of our estimators.

Item Type: Article
Additional Information: © 2004 John Wiley & Sons, Inc.
Divisions: Economics
STICERD
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics
Date Deposited: 19 Apr 2011 13:53
Last Modified: 21 Apr 2024 02:30
URI: http://eprints.lse.ac.uk/id/eprint/35772

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