Mathematics
Mathematics
Problem
Two fair dice are rolled simultaneously. Let be the sum of the numbers obtained and be their product. Determine which of or is larger, showing both expected values.Intuitive explanation
The key is recognizing that expectation is linear, so factors nicely across independent dice, while requires you to account for how products behave—they're not linear. For , you can use symmetry: each die contributes equally to the average sum. For , you must sum over all 36 outcomes since the product of independent random variables doesn't factor as simply as their sum does. Computing both directly reveals which dominates.
Intuitive explanation
The key is recognizing that expectation is linear, so factors nicely across independent dice, while requires you to account for how products behave—they're not linear. For , you can use symmetry: each die contributes equally to the average sum. For , you must sum over all 36 outcomes since the product of independent random variables doesn't factor as simply as their sum does. Computing both directly reveals which dominates.