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If the p.d.f. of a c.r.v. X is f(x)={...

If the p.d.f. of a c.r.v. X is
`f(x)={(kx^2 (1-x^3)","0lexle1,),(0",",elsewhere):}`
then :k…

A

6

B

5

C

4

D

3

Text Solution

AI Generated Solution

The correct Answer is:
To find the value of \( k \) in the given probability density function (p.d.f.) of a continuous random variable \( X \), we start with the following p.d.f.: \[ f(x) = \begin{cases} kx^2(1-x^3) & \text{for } 0 \leq x \leq 1 \\ 0 & \text{elsewhere} \end{cases} \] ### Step 1: Set up the integral of the p.d.f. The total probability must equal 1. Therefore, we need to integrate the p.d.f. over its entire range (from 0 to 1 in this case): \[ \int_{-\infty}^{\infty} f(x) \, dx = 1 \] Since \( f(x) = 0 \) outside the interval [0, 1], we can simplify our integral: \[ \int_{0}^{1} kx^2(1-x^3) \, dx = 1 \] ### Step 2: Expand the integrand Next, we expand the integrand \( kx^2(1-x^3) \): \[ kx^2(1-x^3) = kx^2 - kx^5 \] ### Step 3: Set up the integral Now, we can set up the integral: \[ \int_{0}^{1} (kx^2 - kx^5) \, dx = 1 \] ### Step 4: Integrate term by term We can separate the integral: \[ k \int_{0}^{1} x^2 \, dx - k \int_{0}^{1} x^5 \, dx = 1 \] Calculating each integral: 1. For \( \int_{0}^{1} x^2 \, dx \): \[ \int_{0}^{1} x^2 \, dx = \left[ \frac{x^3}{3} \right]_{0}^{1} = \frac{1^3}{3} - \frac{0^3}{3} = \frac{1}{3} \] 2. For \( \int_{0}^{1} x^5 \, dx \): \[ \int_{0}^{1} x^5 \, dx = \left[ \frac{x^6}{6} \right]_{0}^{1} = \frac{1^6}{6} - \frac{0^6}{6} = \frac{1}{6} \] ### Step 5: Substitute back into the equation Substituting these results back into our equation gives: \[ k \left( \frac{1}{3} - \frac{1}{6} \right) = 1 \] ### Step 6: Simplify the equation Now simplify the expression inside the parentheses: \[ \frac{1}{3} - \frac{1}{6} = \frac{2}{6} - \frac{1}{6} = \frac{1}{6} \] So we have: \[ k \cdot \frac{1}{6} = 1 \] ### Step 7: Solve for \( k \) Now, solve for \( k \): \[ k = 1 \cdot 6 = 6 \] Thus, the value of \( k \) is: \[ \boxed{6} \]
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