Adaptation of Bayesian data mining algorithms to longitudinal claims data: coxib safety as an example.

Introduction:Bayesian data mining methods have been used to evaluate drug safety signals from adverse event reporting systems and allow for evaluation of multiple endpoints that are not prespecified. Their adaptation for use with longitudinal data such as administrative claims has not been previousl