An answer to the question: How would the average time to event have differed if everyone had received some exposure, versus if everyone had received some other exposure?
The details need their own tweetorial, but the curious can read more here👇🏼
The are two main categories:
(A) exposure happens once
(B) exposure happens repeatedly
But we also wanted better interpretability! So let’s not stop here!
Once we have the treatment weights, we can multiply them by the censoring weights to kill 2 birds with 1 stone.