In chaos theory, the correlation sum is the estimator of the correlation integral, which reflects the mean probability that the states at two different times are close: where
is the number of considered states
the Heaviside step function.
If only a time series is available, the phase space can be reconstructed by using a time delay embedding (see Takens' theorem): where
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