Combining Independent Random Variables

• If two random variables are independent, their joint probability is the product of the two marginal probabilities.

• The mean of the sum of independent random variables is the sum of the means of the independent random variables.

• The variance of the sum of independent random variables is the sum of the variances of the independent random variables.