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are constructed for a given load (a water level on sea or rivers, or river discharge, with an associated probability of occurrence). Using these probabilities and the consequences, flood risk can be described
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. However, when interest is rather in the behavior of the system during extreme events, for example during floods in a river network or crashes of the stock market, current approaches for structural causal
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