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The random variable X has a probability ...

The random variable X has a probability distribution P(X) of the following form, where k is some arbitary real number:
`P(X=x)={{:(k",","if "x=0), (2k",","if "x=1), (3k",","if "x=2), (0",", otherwise):}`
(i) Determine the value of k `" "` (ii) Find `P(X lt 2), P(X le 2), P(X ge 2)`

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To solve the problem, we will break it down into two parts: determining the value of \( k \) and finding the required probabilities. ### Part (i): Determine the value of \( k \) 1. **Write the probability distribution**: The probability distribution is given as: \[ P(X=x) = \begin{cases} k & \text{if } x=0 \\ 2k & \text{if } x=1 \\ 3k & \text{if } x=2 \\ 0 & \text{otherwise} \end{cases} \] 2. **Use the property of probabilities**: The sum of all probabilities must equal 1: \[ P(X=0) + P(X=1) + P(X=2) = 1 \] Substituting the values: \[ k + 2k + 3k = 1 \] 3. **Combine like terms**: \[ 6k = 1 \] 4. **Solve for \( k \)**: \[ k = \frac{1}{6} \] ### Part (ii): Find \( P(X < 2) \), \( P(X \leq 2) \), and \( P(X \geq 2) \) 1. **Calculate \( P(X < 2) \)**: \[ P(X < 2) = P(X=0) + P(X=1) = k + 2k = 3k \] Substituting the value of \( k \): \[ P(X < 2) = 3 \times \frac{1}{6} = \frac{3}{6} = \frac{1}{2} \] 2. **Calculate \( P(X \leq 2) \)**: \[ P(X \leq 2) = P(X=0) + P(X=1) + P(X=2) = k + 2k + 3k = 6k \] Substituting the value of \( k \): \[ P(X \leq 2) = 6 \times \frac{1}{6} = 1 \] 3. **Calculate \( P(X \geq 2) \)**: \[ P(X \geq 2) = P(X=2) + P(X>2) = 3k + 0 = 3k \] Substituting the value of \( k \): \[ P(X \geq 2) = 3 \times \frac{1}{6} = \frac{3}{6} = \frac{1}{2} \] ### Final Answers: - \( k = \frac{1}{6} \) - \( P(X < 2) = \frac{1}{2} \) - \( P(X \leq 2) = 1 \) - \( P(X \geq 2) = \frac{1}{2} \)
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