I would think they'd be correlated enough to mess up the numbers a little.
Right. It's the multiple-endpoints principle. The extreme events feel overly frequent because we cherry-pick and only notice them. We never notice the other 99/100 of places that don't have a hundred-year flood in a year.
Extreme precipitation events are also getting more common.