Causal stats with one event and multiple time series?

Hi all,

I have computed causal relationships between two time series. But now I would also like to check the causal influence of a single event on multiple time series. For example, an earthquake on a particular day having an influence on the stocks prices of different companies.

Is there a technique/method that allows me to address this type of question?