Bayesian reasoning offers a alternative approach to evaluating data, shifting the emphasis from solely observing evidence to combining prior beliefs with observed evidence. Unlike frequentist methods, which emphasize the probability of an event in repeated experiments, Bayesian frameworks allow us to assign the probability of a theory *given* the e