Comparison of the econometric data analysis methods for the financial bubbles identification

The comparative analysis of econometric methods is conducted of detecting and dating financial market bubbles, based on modern approach to bubbles identification. Two methods are compared, based on defining financial bubbles as periods in which the price change dynamics is described as an explosive-type non-stationary process. The comparison is conducted with the use of Monte Carlo simulation results.