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This introduces a greater possibility of chance differences in comparisons between different lags.
The spatial intensity (Int) series with equal intervals is be used to generate a difference series (Int(j) − Int(i)) for different lags (j − i) in the spatial variable.
The difference in the magnitude of the response between the different lags, however, is small compared to the uncertainty of the regression.
In each different lags, the classifier is fed with the generated training data separately.
The predictability is compared when the content is applied to predict crime trends with different lags.
The cross-correlation function actually reflects the cross energies for different lags.
However, for some other noise types, such as babble, they are spread out in different lags.
This allows us to investigate whether data on Google searches at different lags may help us estimate suicide rates.
On the other hand, pSAD exploits the structure of the spatial correlation matrix of the sources at different lags.
So far, we have analysed the Monte Carlo mean cross-correlograms for different lags and sizes of the outliers.
Thus the measured ACF in the different lags coves the same range span, which helps improve the calculation stability.
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CEO of Professional Science Editing for Scientists @ prosciediting.com