Statistics, Machine Learning, Data Science, Central Limit Theorem, Sample.
of each A_i: it could be a bell-curve, it could be a Beta, it could be skewed to the left or right (in reality, my guess is that it’s skewed to the right, since when people die, they get removed from the population). One assumption we are making, however, is that each item in the sample is i.i.d.