  Rainfall from ice-free cumulus clouds requires collisions of large numbers of
microscopic droplets to create every raindrop. The onset of rain showers can be
surprisingly rapid, much faster than the mean time required for a single
collision. Large-deviation theory is used to explain this observation.
