We saw before that the binomial distribution has an expected value of p*n. If we take a sample of n, and get m that satisfy what we are looking for (let’s say we play m games and win n), then we might want to predict what we believe the population p (assuming we don’t know it). Thankfully, we can approximate the sample distribution to a normal distribution, and use that fact to create confidence intervals.