Forecasting Extreme Events on Financial Markets by Nastase Ionut

Forecasting Extreme Events on Financial Markets by Nastase Ionut

Author:Nastase, Ionut [Nastase, Ionut]
Language: eng
Format: epub
Published: 2019-09-06T16:00:00+00:00


Results and discussions

In this study case, I analyzed and interpreted over 300 outputs and charts considering all the indices and periods analysed all leading to the same conclusion – the probability of extreme events occuring on financial markets increase if according to normality distribution analysis we obtain negative skewness values greater than 1 and kurtosis above 3.

3.1 Graphic analysis

In chart 3.1.1 we can observe the annual evolution of the return vs risk for Dow Jones Industrial Average Index in 2000-2017 period. It is obvious the moment of the real estate bubble burst from 2008, a period characterized by extreme high risk and negative return.



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