Discrete Periodic Sampling with Jitter and Almost Periodically Correlated Processes

The zero-mean process is said to be almost periodically correlated whenever its shifted covariance kernel is almost periodic in t uniformly with respect to . Then it admits a Fourier-Bohr decomposition: . This paper deals with the estimation of the spectral covariance a(λ,τ) from a discrete time obs...

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Veröffentlicht in:Statistical inference for stochastic processes : an international journal devoted to time series analysis and the statistics of continuous time processes and dynamic systems 2007-01, Vol.10 (3), p.223-253
Hauptverfasser: Dehay, Dominique, Monsan, Vincent
Format: Artikel
Sprache:eng
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Zusammenfassung:The zero-mean process is said to be almost periodically correlated whenever its shifted covariance kernel is almost periodic in t uniformly with respect to . Then it admits a Fourier-Bohr decomposition: . This paper deals with the estimation of the spectral covariance a(λ,τ) from a discrete time observation of the process , when jitter and delay phenomena are present in conjunction with periodic sampling. Under mixing conditions, we establish the consistency and the asymptotic normality of empirical estimators as the sampling time step tends to 0 and the sampling period tends to infinity
ISSN:1387-0874
1572-9311
DOI:10.1007/s11203-006-0004-3