Efficient Estimation of Quantiles in Missing Data Models

Iván Díaz

We propose a novel targeted maximum likelihood estimator (TMLE) for quantiles in semiparametric missing data models. Our proposed estimator is locally efficient, $\sqrt{n}$-consist…