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Expected Value

Expected value is the probability-weighted average of every possible numerical outcome.

How it works

Expected value is the probability-weighted average of every possible numerical outcome. Name the quantities before calculating, keep each transformation logically equivalent, and check the result against the original conditions.

Worked example

A fair game pays 2 or 8 points. Find its expected value.

  1. Each payoff has probability 1/2.
  2. Compute (1/2)2+(1/2)8.
  3. Add the weighted values.

The expected value is 5 points.

Try it now

These questions come from the same validated skill generator used by the game.

Common mistakes

  • Using a remembered formula without identifying what each symbol represents.
  • Changing a value or condition during an intermediate step.
  • Skipping the final substitution, estimate, or logical check.

Challenge

Create a three-outcome game with expected value zero.

Questions learners ask

What is the key idea in expected value?

Expected value is the probability-weighted average of every possible numerical outcome.

How should I check an answer?

Substitute it into the original conditions, check units and signs, and decide whether its size is reasonable.