Find \(E(X)\) and \(V(X)\), where X is the number obtained on uppermost face, when a fair die is thrown.
Q.25 Find \(E(X)\) and \(V(X)\), where X is the number obtained on uppermost face, when a fair die is thrown.
Q.25 Find \(E(X)\) and \(V(X)\), where X is the number obtained on uppermost face, when a fair die is thrown.
Best answer
Answer: \(E(X) = \dfrac{7}{2} = 3.5\), \(V(X) = \dfrac{35}{12} \approx 2.917\)
\(X\) takes the values 1, 2, 3, 4, 5, 6, each with probability \(\dfrac{1}{6}\).
| \(x\) | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|
| \(P(x)\) | \(\tfrac{1}{6}\) | \(\tfrac{1}{6}\) | \(\tfrac{1}{6}\) | \(\tfrac{1}{6}\) | \(\tfrac{1}{6}\) | \(\tfrac{1}{6}\) |
| \(x^2\) | 1 | 4 | 9 | 16 | 25 | 36 |
\(E(X) = \sum xP(x) = \dfrac{1 + 2 + 3 + 4 + 5 + 6}{6} = \dfrac{21}{6} = \dfrac{7}{2}\).
\(E(X^2) = \sum x^2P(x) = \dfrac{1 + 4 + 9 + 16 + 25 + 36}{6} = \dfrac{91}{6}\).
\(V(X) = E(X^2) - [E(X)]^2 = \dfrac{91}{6} - \dfrac{49}{4} = \dfrac{182 - 147}{12} = \dfrac{35}{12}\).
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