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The p.m.f. of a.r.v. X is as follows: ...

The p.m.f. of a.r.v. X is as follows:
`P( X=0) = 3k^ (3), P(X=1) = 4k-10k^ (2)`, P(X=2)=5k-1, P(X=x)=0` for any other value of x, then value of k is

A

`1/3`

B

`2/3`

C

`1`

D

`2`

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The correct Answer is:
To find the value of \( k \) for the given probability mass function (p.m.f.) of the random variable \( X \), we will follow these steps: ### Step 1: Write down the p.m.f. equations The p.m.f. is given as: - \( P(X=0) = 3k^3 \) - \( P(X=1) = 4k - 10k^2 \) - \( P(X=2) = 5k - 1 \) - \( P(X=x) = 0 \) for any other value of \( x \) ### Step 2: Use the property of total probability The total probability must equal 1. Therefore, we can set up the equation: \[ P(X=0) + P(X=1) + P(X=2) = 1 \] Substituting the expressions for the probabilities: \[ 3k^3 + (4k - 10k^2) + (5k - 1) = 1 \] ### Step 3: Simplify the equation Combine like terms: \[ 3k^3 - 10k^2 + 4k + 5k - 1 = 1 \] \[ 3k^3 - 10k^2 + 9k - 1 = 1 \] Now, move 1 to the left side: \[ 3k^3 - 10k^2 + 9k - 2 = 0 \] ### Step 4: Solve the cubic equation We need to find the roots of the cubic equation: \[ 3k^3 - 10k^2 + 9k - 2 = 0 \] Using the trial and error method, we can check for possible rational roots. Testing \( k = 1 \): \[ 3(1)^3 - 10(1)^2 + 9(1) - 2 = 3 - 10 + 9 - 2 = 0 \] So, \( k = 1 \) is a root. ### Step 5: Factor the cubic equation Since \( k = 1 \) is a root, we can factor the cubic polynomial: \[ 3k^3 - 10k^2 + 9k - 2 = (k - 1)(3k^2 - 7k + 2) \] ### Step 6: Factor the quadratic equation Now, we will factor the quadratic \( 3k^2 - 7k + 2 \): \[ 3k^2 - 7k + 2 = 0 \] Using the factorization method: \[ 3k^2 - 6k - k + 2 = 0 \] \[ 3k(k - 2) - 1(k - 2) = 0 \] \[ (3k - 1)(k - 2) = 0 \] ### Step 7: Find the values of \( k \) Setting each factor to zero gives us: 1. \( 3k - 1 = 0 \) → \( k = \frac{1}{3} \) 2. \( k - 2 = 0 \) → \( k = 2 \) 3. \( k - 1 = 0 \) → \( k = 1 \) ### Step 8: Check which values are valid We need to check which of these values keep the probabilities valid (between 0 and 1): - For \( k = 1 \): - \( P(X=0) = 3(1)^3 = 3 \) (not valid) - For \( k = 2 \): - \( P(X=0) = 3(2)^3 = 24 \) (not valid) - For \( k = \frac{1}{3} \): - \( P(X=0) = 3\left(\frac{1}{3}\right)^3 = \frac{3}{27} = \frac{1}{9} \) (valid) Thus, the only valid value of \( k \) is: \[ \boxed{\frac{1}{3}} \]
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