EXAMPLE 4.38 Two Tickets

The mean for the payoff for the two tickets is

Because and are independent, the variance of is

The standard deviation of the total payoff is

This is not the same as the sum of the individual standard deviations, which is . Variances of independent random variables add; standard deviations generally do not.