Stochastic Modeling of Market Sentiment in High-Frequency Trading
An inquiry into the reliance on stochastic models that often fail during 'black swan' events due to unacknowledged data fragility.
High-frequency trading (HFT) relies on predictive modeling that assumes historical stability. When these models face unprecedented market volatility, the underlying assumptions break down, creating systemic risks.
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