Diagnosis and prediction of rebounds in financial markets

► Negative bubbles are in general predictably associated with large rebounds. ► The new model shows predictive power in identifying the time of market rebounds. ► Our results are obtained by a pattern recognition method combined with the JLS model. ► Error diagrams, Bayesian inference and trading strategies quantify the performance.