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Cross-spectrum : ウィキペディア英語版 | Cross-spectrum
In time series analysis, the cross-spectrum is used as part of a frequency domain analysis of the cross-correlation or cross-covariance between two time series. == Definition == Let represent a pair of stochastic processes that are jointly wide sense stationary with autocovariance functions and and cross-covariance function . Then the cross-spectrum is defined as the Fourier transform of : where : . The cross-spectrum has representations as a decomposition into (i) its real part (co-spectrum) and its imaginary part (quadrature spectrum) : and (ii) in polar coordinates : Here, the amplitude spectrum is given by : and the phase spectrum is given by :
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