5 citations · 5 across the 3 of their papers we have counts for
3 papers · 1 filter
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…
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…
Unbiased Statistical Estimation and Valid Confidence Intervals Under Differential Privacy
Christian Covington, Xi He, James Honaker +1
We present a method for producing unbiased parameter estimates and valid confidence intervals under the constraints of differential privacy, a formal framework for limiting individ…