Estimating the likelihood of catastrophic events, and particularly terrorist attacks, is extremely important. But in general, these catastrophes are outliers in whatever situation we are looking at.
When interested in studying the effect of a treatment (or other exposure) on a time-to-event outcome, the most popular approach is to estimate survival probabilities using the Kaplan–Meier estimator.
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