Model misspecification and bias for inverse probability weighting and doubly robust estimators

Ingeborg Waernbaum, Laura Pazzagli

In the causal inference literature an estimator belonging to a class of semi-parametric estimators is called robust if it has desirable properties under the assumption that at leas…