Bayesian analysis offers a unique approach to interpreting data, shifting the emphasis from solely observing evidence to combining prior beliefs with observed information. Unlike frequentist approaches, which emphasize the likelihood of an event in repeated samples, Bayesian models allow us to quantify the probability of a hypothesis *given* the ob