Let be a continuous random variable. We know that it takes values between and , but we do not know its distribution or its mean and variance, although we know that its variance is at most . We are interested in estimating the mean of , which we denote by . To estimate , we take i.i.d. samples , which all have the same distribution as , and compute the sample mean