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Question

Mathematics Question on Probability Distribution

If the random variable X has the following distribution:X012otherwise
P(X)k2k3k0

Match List-I with List-II:
Table
Choose the correct answer from the options given below:

A

(A)- (I), (B)- (II), (C)- (III), (D)- (IV)

B

(A)- (IV), (B)- (III), (C)- (II), (D)- (I)

C

(A)- (I), (B)- (II), (C)- (IV), (D)- (III)

D

(A)- (III), (B)- (IV), (C)- (I), (D)- (II)

Answer

(A)- (IV), (B)- (III), (C)- (II), (D)- (I)

Explanation

Solution

The given probabilities are k,2k,3kk, 2k, 3k for X=0,1,2X = 0, 1, 2, respectively. Since the sum of probabilities must equal 1:

k+2k+3k=1    6k=1    k=16.k + 2k + 3k = 1 \implies 6k = 1 \implies k = \frac{1}{6}.

For (A) kk: From above, k=16k = \frac{1}{6}. Match: (A) -> (IV).

For (B) P(X<2)P(X<2): This is the sum of probabilities for X=0X = 0 and X=1X = 1:

P(X<2)=P(X=0)+P(X=1)=k+2k=3k.P(X<2) = P(X = 0) + P(X = 1) = k + 2k = 3k.

Substituting k=16k = \frac{1}{6}:

P(X<2)=316=12.P(X<2) = 3 \cdot \frac{1}{6} = \frac{1}{2}.

Match: (B) -> (III).

For (C) E(X)E(X): The expected value is:

E(X)=XP(X)=0k+12k+23k=0+2k+6k=8k.E(X) = \sum X \cdot P(X) = 0 \cdot k + 1 \cdot 2k + 2 \cdot 3k = 0 + 2k + 6k = 8k.

Substituting k=16k = \frac{1}{6}:

E(X)=816=43.E(X) = 8 \cdot \frac{1}{6} = \frac{4}{3}.

Match: (C) -> (II).

For (D) P(1X2)P(1 \leq X \leq 2): This is the sum of probabilities for X=1X = 1 and X=2X = 2:

P(1X2)=P(X=1)+P(X=2)=2k+3k=5k.P(1 \leq X \leq 2) = P(X = 1) + P(X = 2) = 2k + 3k = 5k.

Substituting k=16k = \frac{1}{6}:

P(1X2)=516=56.P(1 \leq X \leq 2) = 5 \cdot \frac{1}{6} = \frac{5}{6}.

Match: (D) -> (I).

Final matching: (A) -> (IV), (B) -> (III), (C) -> (II), (D) -> (I).