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For a random variable X if P(X=k) = 4((k...

For a random variable X if P(X=k) = `4((k+1)/5^k)a`, for k=0,1,2,…then a= _____

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To find the value of \( a \) for the random variable \( X \) defined by the probability mass function \( P(X=k) = 4\left(\frac{k+1}{5^k}\right)a \) for \( k=0,1,2,\ldots \), we need to ensure that the total probability sums to 1. ### Step-by-Step Solution: 1. **Set Up the Equation for Total Probability:** The total probability must equal 1: \[ \sum_{k=0}^{\infty} P(X=k) = 1 \] Therefore, we can write: \[ \sum_{k=0}^{\infty} 4\left(\frac{k+1}{5^k}\right)a = 1 \] 2. **Factor Out \( 4a \):** We can factor out \( 4a \) from the summation: \[ 4a \sum_{k=0}^{\infty} \frac{k+1}{5^k} = 1 \] 3. **Calculate the Summation:** We need to evaluate the summation \( \sum_{k=0}^{\infty} \frac{k+1}{5^k} \). This can be split into two parts: \[ \sum_{k=0}^{\infty} \frac{k+1}{5^k} = \sum_{k=0}^{\infty} \frac{k}{5^k} + \sum_{k=0}^{\infty} \frac{1}{5^k} \] The second part, \( \sum_{k=0}^{\infty} \frac{1}{5^k} \), is a geometric series: \[ \sum_{k=0}^{\infty} \frac{1}{5^k} = \frac{1}{1 - \frac{1}{5}} = \frac{5}{4} \] 4. **Calculate \( \sum_{k=0}^{\infty} \frac{k}{5^k} \):** To find \( \sum_{k=0}^{\infty} \frac{k}{5^k} \), we can use the formula for the sum of a series: \[ \sum_{k=0}^{\infty} kx^k = \frac{x}{(1-x)^2} \] where \( x = \frac{1}{5} \): \[ \sum_{k=0}^{\infty} k\left(\frac{1}{5}\right)^k = \frac{\frac{1}{5}}{\left(1 - \frac{1}{5}\right)^2} = \frac{\frac{1}{5}}{\left(\frac{4}{5}\right)^2} = \frac{1}{5} \cdot \frac{25}{16} = \frac{5}{16} \] 5. **Combine the Results:** Now we can combine both parts: \[ \sum_{k=0}^{\infty} \frac{k+1}{5^k} = \frac{5}{16} + \frac{5}{4} = \frac{5}{16} + \frac{20}{16} = \frac{25}{16} \] 6. **Substitute Back into the Equation:** Now substitute back into the equation: \[ 4a \cdot \frac{25}{16} = 1 \] 7. **Solve for \( a \):** Rearranging gives: \[ a = \frac{16}{100} = \frac{4}{25} \] ### Final Answer: Thus, the value of \( a \) is: \[ \boxed{\frac{4}{25}} \]
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