Introduction: The Quest for Early Warning Signs The specter of a market crash looms large in the minds of investors and economists alike, a recurring nightmare that can wipe out fortunes and destabilize economies. Traditional methods for market crash prediction, often relying on lagging indicators such as GDP growth or unemployment rates, and frequently-subjective interpretations