2 papers
stat.ME2025
A powerful goodness-of-fit test using the probability integral transform of order statistics
Christian T. Covington, Jeffrey W. Miller
Goodness-of-fit (GoF) tests are a fundamental component of statistical practice, essential for checking model assumptions and testing scientific hypotheses. Despite their widesprea…
stat.ME2025
Bayesian model criticism using uniform parametrization checks
Christian T. Covington, Jeffrey W. Miller
Models are often misspecified in practice, making model criticism a key part of Bayesian analysis. It is important to detect not only when a model is wrong, but which aspects are w…