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Question
If f(x) = `k/2^x` is a probability distribution of a random variable X that can take on the values x = 0, 1, 2, 3, 4. Then, k is equal to ______.
Options
`16/15`
`15/16`
`31/16`
None of these
MCQ
Fill in the Blanks
Solution
If f(x) = `k/2^x` is a probability distribution of a random variable X that can take on the values x = 0, 1, 2, 3, 4. Then, k is equal to none of these.
Explanation:
We have, f(x) = `k/2^x`, x = 0, 1, 2, 3, 4
Since, f(x) is a probability distribution of a random variable X, therefore we have
`sum_(x = 0)^4 f(x)` = 1
`\implies sum_(x = 0)^4 (k/2^x)` = 1
`\implies k sum_(x = 0)^4 1/2^x` = 1
`\implies k(1 + 1/2 + 1/2^2 + 1/2^3 + 1/2^4)` = 1
`\implies k((16 + 8 + 4 + 2 + 1)/2)` = 1
`\implies k xx (31/16)` = 1
∴ k = `16/31`
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