An extensive global analysis of monthly daily precipitation records performed; 170,000 samples.
Daily precipitation cannot be described by common two-parameter distributions.
Three-parameter distributions with two shape parameters are need for precipitation.
The Generalized Gamma can be used as a “universal” model for daily precipitation.