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A random variable X takes the values 0,1...

A random variable X takes the values `0,1,2,3,...,` with prbability `PX(=x)=k(x+1)((1)/(5))^x`, where k is a constant, then `P(X=0)` is.

A

`(2)/(25)`

B

`(4)/(25)`

C

`(9)/(25)`

D

`(16)/(25)`

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The correct Answer is:
To solve the problem, we need to find the probability \( P(X=0) \) where the probability mass function is given by: \[ P(X=x) = k(x+1)\left(\frac{1}{5}\right)^x \] ### Step 1: Find the value of \( k \) To find \( k \), we need to ensure that the total probability sums to 1: \[ \sum_{x=0}^{\infty} P(X=x) = 1 \] Substituting the expression for \( P(X=x) \): \[ \sum_{x=0}^{\infty} k(x+1)\left(\frac{1}{5}\right)^x = 1 \] ### Step 2: Simplify the series We can factor out \( k \): \[ k \sum_{x=0}^{\infty} (x+1)\left(\frac{1}{5}\right)^x = 1 \] The series \( \sum_{x=0}^{\infty} (x+1) r^x \) can be evaluated using the formula: \[ \sum_{x=0}^{\infty} (x+1) r^x = \frac{1}{(1-r)^2} \] For our case, \( r = \frac{1}{5} \): \[ \sum_{x=0}^{\infty} (x+1) \left(\frac{1}{5}\right)^x = \frac{1}{\left(1 - \frac{1}{5}\right)^2} = \frac{1}{\left(\frac{4}{5}\right)^2} = \frac{25}{16} \] ### Step 3: Substitute back to find \( k \) Now substituting this back into our equation: \[ k \cdot \frac{25}{16} = 1 \] Solving for \( k \): \[ k = \frac{16}{25} \] ### Step 4: Calculate \( P(X=0) \) Now we can find \( P(X=0) \): \[ P(X=0) = k(0+1)\left(\frac{1}{5}\right)^0 = k \cdot 1 \cdot 1 = k \] Substituting the value of \( k \): \[ P(X=0) = \frac{16}{25} \] ### Final Answer Thus, the probability \( P(X=0) \) is: \[ \boxed{\frac{16}{25}} \]
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