We examine the predictive power of market-based indicators over the positive and negative stock market bubbles via an … successfully capture, ex-ante, some of the prominent bubbles across different time scales, such as the Black Monday, Dot-com, and … bubbles across both short and long time horizons, in line with the previous studies suggesting that short sellers have …