Time Series Correlations and Kolmogorov Complexity: A Hausdorff Dimension Perspective

Boumediene Hamzi, Marianne Clausel, Kamal Dingle +2

Spurious correlations are common in time-series analysis because simple, low-complexity patterns can produce high Pearson correlations even between unrelated series. We argue that…