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Statistical analysis of timing errors.
Authors:Mingzhou Ding  Yanqing Chen  J A Scott Kelso
Affiliation:Center for Complex Systems and Brain Sciences, Florida Atlantic University, Baton Raton, FL 33431, USA. ding@walt.ccs.fau.edu
Abstract:Human rhythmic activities are variable. Cycle-to-cycle fluctuations form the behavioral observable. Traditional analysis focuses on statistical measures such as mean and variance. In this article we show that, by treating the fluctuations as a time series, one can apply techniques such as power spectra and rescaled range analysis to gain insight into the mechanisms underlying the remarkable abilities of humans to perform a variety of rhythmic movements, from maintaining memorized temporal patterns to anticipating and timing their movements to predictable sensory stimuli.
Keywords:
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