Statistical estimation of higher-order spectral densities by means of general tapering
Applicationes Mathematicae, Tome 24 (1997) no. 4, pp. 357-381
Cet article a éte moissonné depuis la source Institute of Mathematics Polish Academy of Sciences
Given a realization on a finite interval of a continuous-time stationary process, we construct estimators for higher order spectral densities. Tapering and shift-in-time methods are used to build estimators which are asymptotically unbiased and consistent for all admissible values of the argument. Asymptotic results for the fourth-order densities are given. Detailed attention is paid to the nth order case.
DOI :
10.4064/am-24-4-357-381
Keywords:
shift-in-time, higher-order spectral densities, cumulant, admissible values, indecomposable partitions, stochastic processes, product moment, tapering, characteristic number
Affiliations des auteurs :
M'hammed Baba Harra 1
@article{10_4064_am_24_4_357_381,
author = {M'hammed Baba Harra},
title = {Statistical estimation of higher-order spectral densities by means of general tapering},
journal = {Applicationes Mathematicae},
pages = {357--381},
year = {1997},
volume = {24},
number = {4},
doi = {10.4064/am-24-4-357-381},
zbl = {1013.62502},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.4064/am-24-4-357-381/}
}
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%0 Journal Article %A M'hammed Baba Harra %T Statistical estimation of higher-order spectral densities by means of general tapering %J Applicationes Mathematicae %D 1997 %P 357-381 %V 24 %N 4 %U http://geodesic.mathdoc.fr/articles/10.4064/am-24-4-357-381/ %R 10.4064/am-24-4-357-381 %G en %F 10_4064_am_24_4_357_381
M'hammed Baba Harra. Statistical estimation of higher-order spectral densities by means of general tapering. Applicationes Mathematicae, Tome 24 (1997) no. 4, pp. 357-381. doi: 10.4064/am-24-4-357-381
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