We estimate average treatment effects, when the effect is moderated by extreme events and we are interested in the average effect in the extreme, which is rarely occurring in the observed data.

This paper aims to broaden the theoretical foundation of FTPL and emphasize the need for further investigation to better understand the behavior of FTPL in broader settings.