Robust Statistical Estimators with Bounded Empirical Sensitivity

Valentio Iverson, Gautam Kamath, Argyris Mouzakis +1

We introduce a new measure of robustness for statistical estimators, which we call \emph{empirical sensitivity}. An estimator $\hat{\hat{I}}¸$ has bounded empirical sensitivity if, with h…