Observing, gathering knowledge and making predictions are the foundations of the scientific process. The accuracy of our predictions depends on the quality of our present knowledge and accuracy of our ...

We consider the problem of estimating the mean of an infinite-dimensional normal distribution from the Bayesian perspective. Under the assumption that the unknown true mean satisfies a "smoothness ...

Case-crossover designs are widely used to study short-term exposure effects on the risk of acute adverse health events. While the frequentist literature on this topic is vast, there is no Bayesian ...