Skip to main contentSkip to solution

The random variable X can take values 0, 1, 2. If P(X=0)=P(X=1)=αP(X=0)=P(X=1)=\alpha, and E(X2)=E(X)E(X^2)=E(X), then which of the following are correct?

(A) E(X)=2−3αE(X) = 2-3\alpha

(B) E(X2)=4+7αE(X^2) = 4+7\alpha

(C) α=12\alpha = \frac{1}{2}

(D) α=15\alpha = \frac{1}{5}

Choose the correct answer from the options given below:

Solution

✅ Correct Option: 4

Given: X can take values 0, 1, 2 with P(X=0)=P(X=1)=αP(X=0) = P(X=1) = \alpha and E(X2)=E(X)E(X^2) = E(X).

Since all probabilities must sum to 1:

P(X=0)+P(X=1)+P(X=2)=1P(X=0) + P(X=1) + P(X=2) = 1

α+α+P(X=2)=1\alpha + \alpha + P(X=2) = 1

P(X=2)=1−2αP(X=2) = 1 - 2\alpha


Calculate E(X)E(X):

E(X)=0⋅P(X=0)+1⋅P(X=1)+2⋅P(X=2)E(X) = 0 \cdot P(X=0) + 1 \cdot P(X=1) + 2 \cdot P(X=2)

E(X)=0⋅α+1⋅α+2⋅(1−2α)E(X) = 0 \cdot \alpha + 1 \cdot \alpha + 2 \cdot (1-2\alpha)

E(X)=α+2−4αE(X) = \alpha + 2 - 4\alpha

E(X)=2−3αE(X) = 2 - 3\alpha

Statement (A) is correct.


Calculate E(X2)E(X^2):

E(X2)=02⋅P(X=0)+12⋅P(X=1)+22⋅P(X=2)E(X^2) = 0^2 \cdot P(X=0) + 1^2 \cdot P(X=1) + 2^2 \cdot P(X=2)

E(X2)=0⋅α+1⋅α+4⋅(1−2α)E(X^2) = 0 \cdot \alpha + 1 \cdot \alpha + 4 \cdot (1-2\alpha)

E(X2)=α+4−8αE(X^2) = \alpha + 4 - 8\alpha

E(X2)=4−7αE(X^2) = 4 - 7\alpha

Statement (B) claims E(X2)=4+7αE(X^2) = 4 + 7\alpha, which is incorrect.


Using the condition E(X2)=E(X)E(X^2) = E(X):

4−7α=2−3α4 - 7\alpha = 2 - 3\alpha

4−2=7α−3α4 - 2 = 7\alpha - 3\alpha

2=4α2 = 4\alpha

α=12\alpha = \frac{1}{2}

Statement (C) is correct.

Statement (D) claims α=15\alpha = \frac{1}{5}, which is incorrect.


Therefore, statements (A) and (C) are correct.

Keyboard Shortcuts

  • Left arrow: Previous question
  • Right arrow: Next question
  • S key: Jump to solution
  • Q key: Jump to question