# Statistical Analysis of Precipitation Events

## TL;DR

This paper presents a statistical analysis of precipitation events, introducing models based on mixed Poisson and exponential distributions, explained through entropy and Bayesian reasoning.

## Contribution

It proposes new statistical models for precipitation events using mixed distributions and provides a theoretical explanation grounded in entropy and Bayesian methods.

## Key findings

- Models effectively describe precipitation event characteristics
- Entropy-based reasoning supports the mixed distribution approach
- Bayesian interpretation enhances model understanding

## Abstract

In the present paper we demonstrate the results of a statistical analysis of some characteristics of precipitation events and propose a kind of a theoretical explanation of the proposed models in terms of mixed Poisson and mixed exponential distributions based on the information-theoretical entropy reasoning. The proposed models can be also treated as the result of following the popular Bayesian approach.