Bayesian analysis offers a alternative approach to interpreting data, shifting the emphasis from solely observing evidence to incorporating prior assumptions with observed evidence. Unlike frequentist approaches, which emphasize the frequency of an event in repeated experiments, Bayesian systems allow us to express the probability of a proposition