Before revision:  We show that the naive weighted bootstrap fails to approximate the limit distribution of the QTE estimator under MPDs because it ignores the dependence structure within the matched pairs.
After revision:  We show that the naive weighted bootstrap fails to approximate the limit distribution of the QTE estimator under MPDs because they do not preserve the dependence structure within the matched pairs.