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Expected Value Calculator

The Expected Value Calculator helps you find the average outcome of a random event, considering all possible results and their probabilities. It's a key concept in probability and statistics for making informed decisions.

e.g., 10 (for winning $10)

e.g., 0.5 (for 50%)

e.g., -5 (for losing $5)

e.g., 0.5 (for 50%)

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Leave blank if not needed

How it works

The Expected Value Calculator helps you find the average outcome of a random event, considering all possible results and their probabilities. It's a key concept in probability and statistics for making informed decisions.


The Formula
E(X) = Σ [xᵢ * P(xᵢ)]
Where:
E(X) is the expected value
xᵢ is the value of each outcome
P(xᵢ) is the probability of each outcome

Worked Example
  1. Example: Coin Flip Game

    Imagine a game where you flip a coin. If it's heads, you win $10. If it's tails, you lose $5. The probability of heads is 0.5, and tails is 0.5. To find the expected value: Outcome 1 (Heads): $10, Probability: 0.5 Outcome 2 (Tails): -$5, Probability: 0.5 E(X) = (10 * 0.5) + (-5 * 0.5) = 5 - 2.5 = $2.50 This means, on average, you can expect to win $2.50 per game.


Tips, Assumptions & Limitations
  • Ensure all probabilities are entered as decimals (e.g., 25% as 0.25).
  • The sum of all probabilities should ideally be 1 (or very close to it).
  • Negative outcomes (losses) should be entered with a minus sign.
FAQ

Expected value represents the long-term average outcome of a random variable. It's calculated by multiplying each possible outcome by its probability and then summing these products. It helps in understanding the average result you'd expect if an event were repeated many times.

Enter the value of each possible outcome (e.g., money won or lost) and its corresponding probability (as a decimal between 0 and 1). The calculator will then compute the expected value. Ensure the sum of your probabilities is 1 for a complete analysis.

This calculator currently supports up to three outcomes. For more complex scenarios, you would extend the formula E(X) = Σ [xᵢ * P(xᵢ)] by adding more (outcome * probability) terms. Many online tools or spreadsheet software can handle a larger number of outcomes.

Companion article

Expected Value Calculator: Understand Outcomes and Probabilities

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