Bayesian analysis offers a distinct approach to evaluating data, shifting the emphasis from solely observing evidence to combining prior beliefs with observed data. Unlike frequentist approaches, which emphasize the likelihood of an event in repeated samples, Bayesian frameworks allow us to quantify the probability of a theory *given* the data. Thi