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A random variable X has the following di...

A random variable X has the following distribution
`{:(X=x_(1):,1,2,3,4),(P(X=x_(1)):,k,2k,3k,4k):}`
The value of k and `P(X lt 3)` are equal to

A

`k=(1)/(10), P(x lt 3)=(3)/(5)`

B

`k=(1)/(10), P(x lt 3)=(3)/(10)`

C

`k=(3)/(10), P(x lt 3)=(1)/(10)`

D

`k=(1)/(10), P(x lt 3)=(5)/(12)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem step by step, we will first determine the value of \( k \) and then calculate \( P(X < 3) \). ### Step 1: Set up the equation for the probabilities The random variable \( X \) has the following distribution: - \( P(X = 1) = k \) - \( P(X = 2) = 2k \) - \( P(X = 3) = 3k \) - \( P(X = 4) = 4k \) Since the sum of all probabilities must equal 1, we can write the equation: \[ P(X = 1) + P(X = 2) + P(X = 3) + P(X = 4) = 1 \] This translates to: \[ k + 2k + 3k + 4k = 1 \] ### Step 2: Combine like terms Combining the terms on the left side gives: \[ (1 + 2 + 3 + 4)k = 1 \] \[ 10k = 1 \] ### Step 3: Solve for \( k \) To find \( k \), we divide both sides by 10: \[ k = \frac{1}{10} \] ### Step 4: Calculate \( P(X < 3) \) Now we need to find \( P(X < 3) \), which is the sum of the probabilities for \( X = 1 \) and \( X = 2 \): \[ P(X < 3) = P(X = 1) + P(X = 2) = k + 2k \] Substituting the value of \( k \): \[ P(X < 3) = k + 2k = 3k \] Now substitute \( k = \frac{1}{10} \): \[ P(X < 3) = 3 \times \frac{1}{10} = \frac{3}{10} \] ### Final Answers Thus, the value of \( k \) is \( \frac{1}{10} \) and \( P(X < 3) \) is \( \frac{3}{10} \).
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