The theorem, the Law of Large Numbers (and its various offshoots, including the Central Limit Theorem), was developed by statisticians over the past few hundred years. It is of interest because it provides some relatively general conditions under which a certain type of aggregate behavior can emerge from the stochastic, microlevel actions of individual agents.

