Before revision:  We derive the limiting distribution of the QTE estimator under MPDs and highlight the difficulty of analytical inference due to parameter tuning.
After revision:  We derive the limit distribution of the QTE estimator under MPDs and highlight the difficulty of analytical inference due to parameter tuning.