Bayesian reasoning offers a distinct approach to interpreting data, shifting the emphasis from solely observing evidence to combining prior beliefs with observed data. Unlike frequentist statistics, which emphasize the likelihood of an event in repeated samples, Bayesian systems allow us to quantify the probability of a hypothesis *given* the obser