Gaussian estimation of parametric spectral density with unknown pole
Giraitis, L; Hidalgo, J; and Robinson, Peter M.
(2001)
Gaussian estimation of parametric spectral density with unknown pole.
Annals of Statistics, 29 (4).
pp. 987-1023.
ISSN 0090-5364
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 P--n- consistency and asymptotic normality.
| Item Type | Article |
|---|---|
| Keywords | Long range dependence,unknown pole. JEL classification code : C22 |
| Departments | Economics |
| DOI | 10.1214/aos/1013699989 |
| Date Deposited | 15 Feb 2008 |
| URI | https://researchonline.lse.ac.uk/id/eprint/297 |