Title of article :
Local empirical spectral measure of multivariate processes with long range dependence
Author/Authors :
طrregaard Nielsen، نويسنده , , Morten، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
Pages :
22
From page :
145
To page :
166
Abstract :
We derive a functional central limit theorem for the empirical spectral measure or discretely averaged (integrated) periodogram of a multivariate long range dependent stochastic process in a degenerating neighborhood of the origin. We show that, under certain restrictions on the memory parameters, this local empirical spectral measure converges weakly to a Gaussian process with independent increments. Applications to narrow-band frequency domain estimation in time series regression with long range dependence, and to local (to the origin) goodness-of-fit testing are offered.
Keywords :
Functional central limit theorem , Narrow-band frequency domain least squares , Long memory , Brownian motion , Fractional ARIMA , Goodness-of-fit test , Integrated periodogram
Journal title :
Stochastic Processes and their Applications
Serial Year :
2004
Journal title :
Stochastic Processes and their Applications
Record number :
1577333
Link To Document :
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