THE DISTRIBUTION OF PERIODOGRAM ORDINATES
作者:
Chen Zhao‐Guo,
E. J. Hannan,
期刊:
Journal of Time Series Analysis
(WILEY Available online 1980)
卷期:
Volume 1,
issue 1
页码: 73-82
ISSN:0143-9782
年代: 1980
DOI:10.1111/j.1467-9892.1980.tb00301.x
出版商: Blackwell Publishing Ltd
关键词: Periodogram;Fourier Coefficients;spectrum;empirical distribution function;asymptotic expansion for distribution of sum of independent random variables
数据来源: WILEY
摘要:
Abstract.The empirical distribution function of yi=I(ωj)/{2πf(ωj)}, ωj= 2πj/T, whereI(ω) is the periodogram for a set of observations from a stationary time series with spectral densityf(ω), is shown to converge, almost surely, to the distribution with density exp(‐ x), under appropriate conditions. The same methods are used to prove the convergence, almost surely, of an estimate of the prediction error variance constructed from theI(ωj) and of the complex empirical distribution function based on the Fourier coe
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