Collaborative Research: NSF-SNSF: Tail-robust Analysis of High-dimensional Nonstationary Time Series
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High-dimensional time series data arise in many fields such as economics, epidemiology, neuroscience, and social science, where large numbers of measurements are collected over time. These data often exhibit complex patterns, including shifts in behavior and extreme values that violate classical statistical assumptions. This project addresses…
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