Gaussian estimation of parametric spectral density with unknown pole
Giraitis, Liudas; Hidalgo, Javier; and Robinson, Peter
(2001)
Gaussian estimation of parametric spectral density with unknown pole.
[Working paper]
We consider a parametric spectral density with power-law behaviour about a fractional pole at the unknown frequency !. The case of known !, especially ! = 0, is standard in the long memory literature. When ! is unknown, asymptotic distribution theory for estimates of parameters, including the (long) memory parameter, is significantly harder. We study a form of Gaussian estimate. We establish n¡consistency of the estimate of !, and discuss its (non-standard) limiting distributional behaviour. For the remaining parameter estimates, we establish pn - consistency and asymptotic normality.
| Item Type | Working paper |
|---|---|
| Keywords | long range dependence; unknown pole |
| Departments |
Economics STICERD |
| Date Deposited | 27 Apr 2007 |
| URI | https://researchonline.lse.ac.uk/id/eprint/2182 |