Mathematics

Mathematics

Problem

Two fair dice are rolled simultaneously. Let XX be the sum of the numbers obtained and YY be their product. Determine which of E(X)E(X) or E(Y)E(Y) is larger, showing both expected values.
Intuitive explanation

The key is recognizing that expectation is linear, so E(X)E(X) factors nicely across independent dice, while E(Y)E(Y) requires you to account for how products behave—they're not linear. For XX, you can use symmetry: each die contributes equally to the average sum. For YY, 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 E(X)E(X) factors nicely across independent dice, while E(Y)E(Y) requires you to account for how products behave—they're not linear. For XX, you can use symmetry: each die contributes equally to the average sum. For YY, 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.

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