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Resting-state FMRI Time-series Analysis

This is a collaborative project with Dr. Andrew Michael. The goal is to explore the memory properties of resting human brain fMRI time-series in the dataset of 820 healthy young men. We adopt the classical time-series analytical tools which includes stationarity analysis, Hurst exponent, test-retest reliability analysis and ARIMA-GARCH modeling.

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Human Connectome Project: Stationarity Analysis

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