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New periods can emerge from data as a byproduct of incorrect processing or even the method applied. A good way to avoid this error is to use Gauss-Vanicek spectral analysis. It easily detects periods in raw and gapped records, and in physical sciences, it can detect eigenfrequencies and relative dynamics accurately and simultaneously.

Gauss-Vanicek spectral analysis of the Sepkoski compendium: no new life cycles