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If X is a random variable with probabili...

If X is a random variable with probability distribution `P(X=k)=((k+1)C)/(2^(k)),K=0,1,2,….` then find C.

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To find the value of the constant \( C \) in the probability distribution \( P(X=k) = \frac{(k+1)C}{2^k} \) for \( k = 0, 1, 2, \ldots \), we need to ensure that the total probability sums to 1. This is a fundamental property of probability distributions. ### Step-by-Step Solution: 1. **Set Up the Equation for Total Probability:** \[ \sum_{k=0}^{\infty} P(X=k) = 1 \] Substituting the expression for \( P(X=k) \): \[ \sum_{k=0}^{\infty} \frac{(k+1)C}{2^k} = 1 \] 2. **Factor Out the Constant \( C \):** \[ C \sum_{k=0}^{\infty} \frac{(k+1)}{2^k} = 1 \] 3. **Evaluate the Series \( \sum_{k=0}^{\infty} \frac{(k+1)}{2^k} \):** We can split this series into two parts: \[ \sum_{k=0}^{\infty} \frac{(k+1)}{2^k} = \sum_{k=0}^{\infty} \frac{k}{2^k} + \sum_{k=0}^{\infty} \frac{1}{2^k} \] The second part is a geometric series: \[ \sum_{k=0}^{\infty} \frac{1}{2^k} = \frac{1}{1 - \frac{1}{2}} = 2 \] 4. **Evaluate \( \sum_{k=0}^{\infty} \frac{k}{2^k} \):** This can be derived using the formula for the sum of a series: \[ \sum_{k=0}^{\infty} kx^k = \frac{x}{(1-x)^2} \quad \text{for } |x| < 1 \] Setting \( x = \frac{1}{2} \): \[ \sum_{k=0}^{\infty} k \left(\frac{1}{2}\right)^k = \frac{\frac{1}{2}}{(1 - \frac{1}{2})^2} = \frac{\frac{1}{2}}{\left(\frac{1}{2}\right)^2} = 2 \] 5. **Combine the Results:** Therefore, \[ \sum_{k=0}^{\infty} \frac{(k+1)}{2^k} = 2 + 2 = 4 \] 6. **Substitute Back into the Equation:** Now we have: \[ C \cdot 4 = 1 \] 7. **Solve for \( C \):** \[ C = \frac{1}{4} \] ### Final Answer: The value of the constant \( C \) is \( \frac{1}{4} \).
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