Bayesian analysis offers a unique approach to understanding data, shifting the attention from solely observing evidence to integrating prior beliefs with observed information. Unlike frequentist approaches, which emphasize the probability of an event in repeated experiments, Bayesian models allow us to express the probability of a theory *given* th