This is probably it, but even if not, there's a large amount of randomness in these kinds of situations, so it's not clear you'd be able to derive anything mean

This is probably it, but even if not, there's a large amount of randomness in these kinds of situations, so it's not clear you'd be able to derive anything meaningful at all. Disasters are a highly complex, multi-factor, chaotic phenomenon.