Approximate Data Deletion and Replication with the Bayesian Influence Function
Abstract: Many model-agnostic statistical diagnostics are based on repeatedly re-fitting a model with some observations deleted or replicated. Cross-validation, the non-parametric bootstrap, and outlier detection…