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Generally, the SF may exhibit complex behavior over time lag and very short EEG time series may be not enough for its analysis.
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It provides a good fit with the mean relative error fitting of 2.8 % over the time lag range of 1 s, using a sampling interval of 4 ms, for all cases under analysis.
The third-order model provides the mean relative error fitting of 2.8 % over the time lag range of 1 s, using a sampling interval of 4 ms, for all cases under analysis.
However, the mean error fitting defined as 100 %·E (left[left|{S_{1}} (tau)- {S_{1}^ tau right|/{S_{1}} (tau) right]) is 2.8 % for over the time lag τ within the range [0, 250] for all cases under analysis.
There also existed a consistent negative correlation between the local relative humidity and dengue epidemics over the time lag from 3 months through 4 months.
The signal takes time to transmit over long distances, with the time lag becoming longer as the distances get bigger.
If infant circumcision is preferred over, say, pubertal circumcision, then the time lag from introduction of a large scale intervention until observable reductions in HIV prevalence could be decades.
Net reproductive rate was significantly negatively correlated with abundance over a one week time lag (density dependence operates).
TDSEP/SOBI aims to minimize the cross-covariances over several time lags between the estimated sources.
The goal of is to redistribute over the time lags the coherence removed around.
To find any correlation or patterns in the time series, the partial autocorrelation function (PACF) is calculated over 500 time lags, this is shown in in Fig. 4. The analysis of PACF with large numbers of lags can find trends and seasonalities in the data set in case the significant lags are repeated with specific pattern.
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