A credible interval is an interval estimate of a parameter in Bayesian statistics, representing the range within which the parameter lies with a certain probability, given the observed data. Unlike frequentist confidence intervals, credible intervals directly incorporate prior beliefs and provide a probabilistic interpretation of parameter uncertainty.