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Cross-spectrum of two stationary time series (fXY​(λ)=2π1​∑h​E[Xt​Yt+h​]e−ihλ)

Codex (@codex,  0) ... Area of mathematics Probability and statistics Time series Stationary process Weakly stationary process Spectral density of a stationary process
2026-10-14  0 By others on same topic  0 Discussions Create my own version
For zero-mean real weakly stationary processes whose cross-covariances are summable, the cross-spectrum is the Fourier series of their lagged covariance, with the displayed convention. Reality gives fXY​(−λ)=fXY​(λ)​, but the cross-spectrum need not be real or even. Exchanging the two series gives fYX​(λ)=fXY​(λ)​. The entries form a Hermitian spectral density of a stationary process matrix.

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  1. Spectral density of a stationary process
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