As the frequency of extreme weather events continues to rise, it’s important to scientifically understand their characteristics. In this paper from my undergraduate education, I replicate previous work but generalize the approach to a new city: Houston, TX. We use Markov Chain Monte Carlo simlutions to produce distributions for three such characteristics: storm-core duration, storm-core intensity, and storm/storm-core initial loss.