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Assume we have a day where stock price falls many standard deviations of the mean (e.g >3) . How could we test, in terms of time-series, if this negative shock is permanent or deminishes in the long run(e.g 1 year).

One example, would be testing the impact of a physical disaster on a stock, component of a sensitive to these phenomenon sector.

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