Using Bitcoin data, this presentation shows that speculative markets often rise quickly but decline slowly—more like deflating balloons than bursting bubbles
This presentation explores the behavior of speculative markets using Bitcoin as a case study. Through simulation and model fitting, it demonstrates how rapid price inflation is often followed by a gradual decline—more akin to a "deflating balloon" than a "bursting bubble." The analysis incorporates volatility, non-normality, and dynamic tail risk, offering insights into the mechanisms driving these market patterns.