Case-deletion importance sampling estimators: Central limit theorems and related results

Ilenia Epifani, Steven N. MacEachern, Mario Peruggia

Case-deleted analysis is a popular method for evaluating the influence of a subset of cases on inference. The use of Monte Carlo estimation strategies in complicated Bayesian setti…