Matching Bayesian and frequentist coverage probabilities when using an approximate data covariance matrix

Will J. Percival, Oliver Friedrich, Elena Sellentin +1

Observational astrophysics consists of making inferences about the Universe by comparing data and models. The credible intervals placed on model parameters are often as important a…