The Law of Large Numbers says that the long-time sample mean of a series of independent observations approaches the theoretical mean of a single observation. That is, the sample mean ( a random quantity) becomes deterministic in the limit of large samples. It connects axiomatically based probability theory back to the frequentist definition of probability, an older approach.Originally Posted byThePerfectHacker