Identification and dating of “bubbles” on financial markets: Comparison of posterior algorithms and monitoring algorithms

The report is devoted to comparison of existing methods of detecting changes (structural breaks) in random processes designed to detect the appearance of bubbles in financial markets. The report considers and compares the estimates obtained by monitoring algorithms and posterior algorithms for the purpose of determining the existence and date of the “bubble”.