Flexible cost-penalized Bayesian model selection: developing inclusion paths with an application to diagnosis of heart disease

Erica M. Porter, Christopher T. Franck, Stephen Adams

We propose a Bayesian model selection approach that allows medical practitioners to select among predictor variables while taking their respective costs into account. Medical proce…