A random variable X has the probability distribution shown. Find its expected value E(X).
Probability worksheet with answers
1.Easy
x: 10, 20, 30, 40p(x): 0.2, 0.3, 0.25, 0.25
E(X) =
2.Easy
The table gives the probability distribution of X, but one probability is missing. Find P(X = 0).
x: 0, 1, 2, 3, 4p(x): ?, 0.1, 0.3, 0.2, 0.3
P(X = 0) =
3.Medium
For the distribution shown, find the variance Var(X) of X.
x: 0, 1, 2p(x): 0.35, 0.3, 0.35
Var(X) =
4.Medium
For the distribution shown, find the standard deviation σ of X.
x: 0, 1, 2p(x): 0.35, 0.35, 0.3
σ =
5.Hard
8 components are tested, and each one fails with probability 0.5, independently. What is the probability P that at most one fails?
n = 8p = 0.5
P =
6.Hard
X has the distribution shown, and Y = −2X + 5. Find the standard deviation σY of Y.
x: 1, 2, 3, 4p(x): 0.25, 0.1, 0.3, 0.35Y = −2X + 5
σY =
Answer key
- 1. E(X) = 25.5
- 2. P(X = 0) = 0.1
- 3. Var(X) = 0.7
- 4. σ = 0.8047
- 5. P = 0.03516
- 6. σY = 2.356
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