A credibility interval is a range of values that quantifies the uncertainty around a parameter estimate in Bayesian statistics, reflecting the plausible values for that parameter given the observed data. It serves as a Bayesian counterpart to the frequentist confidence interval, providing a more intuitive interpretation by allowing one to directly assess the probability of the parameter falling within this range. Credibility intervals are particularly useful in various applications, including medical diagnosis and model selection.
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