Detecting long-lived autodependency changes in a multivariate system via change point detection and regime switching models.

For the toy example, a highly significant result was obtained in step 1 (p-value = 0), thus, we proceeded with the grid search (Fig. 2b ) showing that the most frequently returned and therefore selected K -value is 2.

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