Final answer:
The manager should order approximately 816 CDs for the upcoming sale.
Step-by-step explanation:
To determine how many CDs the manager should order for an upcoming sale, we can use the concept of z-scores and the normal distribution. Since the manager is willing to accept a 2.5% chance of a CD being sold out, we need to find the z-score corresponding to this probability. Using the z-score table or a calculator, we find that the z-score is approximately -1.96. The formula to calculate the order quantity is:
Order Quantity = Mean + (z-score * Standard Deviation)
Substituting the given values, we have:
Order Quantity = 845 + (-1.96 * 15) = 815.6
Therefore, the manager should order approximately 816 CDs for the upcoming sale.