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Two numbers are selected at random (with...

Two numbers are selected at random (without replacement) from first six positive integers. Let X denote the larger of the two numbers obtained. Find the probability distribution of X. Find the mean and variance of this distribution.

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To solve the problem, we will follow these steps: ### Step 1: Identify the Sample Space We are selecting 2 numbers from the first six positive integers: {1, 2, 3, 4, 5, 6}. The total number of ways to select 2 numbers from 6 is given by the combination formula: \[ \text{Total combinations} = \binom{6}{2} = \frac{6!}{2!(6-2)!} = \frac{6 \times 5}{2 \times 1} = 15 \] ### Step 2: Determine the Values of X Let \( X \) denote the larger of the two selected numbers. The possible values of \( X \) can be 2, 3, 4, 5, or 6. ### Step 3: Calculate the Probability Distribution of X We will find the probability for each value of \( X \): - **For \( X = 2 \)**: The only pair is (1, 2). - Combinations: 1 - Probability: \( P(X=2) = \frac{1}{15} \) - **For \( X = 3 \)**: The pairs are (1, 3), (2, 3). - Combinations: 2 - Probability: \( P(X=3) = \frac{2}{15} \) - **For \( X = 4 \)**: The pairs are (1, 4), (2, 4), (3, 4). - Combinations: 3 - Probability: \( P(X=4) = \frac{3}{15} = \frac{1}{5} \) - **For \( X = 5 \)**: The pairs are (1, 5), (2, 5), (3, 5), (4, 5). - Combinations: 4 - Probability: \( P(X=5) = \frac{4}{15} \) - **For \( X = 6 \)**: The pairs are (1, 6), (2, 6), (3, 6), (4, 6), (5, 6). - Combinations: 5 - Probability: \( P(X=6) = \frac{5}{15} = \frac{1}{3} \) ### Step 4: Construct the Probability Distribution Table \[ \begin{array}{|c|c|} \hline X & P(X) \\ \hline 2 & \frac{1}{15} \\ 3 & \frac{2}{15} \\ 4 & \frac{3}{15} \\ 5 & \frac{4}{15} \\ 6 & \frac{5}{15} \\ \hline \end{array} \] ### Step 5: Calculate the Mean of the Distribution The mean \( \mu \) is calculated as follows: \[ \mu = \sum (X \cdot P(X)) = 2 \cdot \frac{1}{15} + 3 \cdot \frac{2}{15} + 4 \cdot \frac{3}{15} + 5 \cdot \frac{4}{15} + 6 \cdot \frac{5}{15} \] Calculating each term: \[ = \frac{2}{15} + \frac{6}{15} + \frac{12}{15} + \frac{20}{15} + \frac{30}{15} \] \[ = \frac{70}{15} = \frac{14}{3} \] ### Step 6: Calculate the Variance of the Distribution The variance \( \sigma^2 \) is calculated as follows: \[ \sigma^2 = \sum (X - \mu)^2 \cdot P(X) \] Calculating each term: \[ = (2 - \frac{14}{3})^2 \cdot \frac{1}{15} + (3 - \frac{14}{3})^2 \cdot \frac{2}{15} + (4 - \frac{14}{3})^2 \cdot \frac{3}{15} + (5 - \frac{14}{3})^2 \cdot \frac{4}{15} + (6 - \frac{14}{3})^2 \cdot \frac{5}{15} \] Calculating each squared difference and multiplying by the probabilities: 1. \( (2 - \frac{14}{3})^2 = \left(-\frac{8}{3}\right)^2 = \frac{64}{9} \) 2. \( (3 - \frac{14}{3})^2 = \left(-\frac{5}{3}\right)^2 = \frac{25}{9} \) 3. \( (4 - \frac{14}{3})^2 = \left(-\frac{2}{3}\right)^2 = \frac{4}{9} \) 4. \( (5 - \frac{14}{3})^2 = \left(\frac{1}{3}\right)^2 = \frac{1}{9} \) 5. \( (6 - \frac{14}{3})^2 = \left(\frac{4}{3}\right)^2 = \frac{16}{9} \) Now substituting back into the variance formula: \[ \sigma^2 = \frac{64}{9} \cdot \frac{1}{15} + \frac{25}{9} \cdot \frac{2}{15} + \frac{4}{9} \cdot \frac{3}{15} + \frac{1}{9} \cdot \frac{4}{15} + \frac{16}{9} \cdot \frac{5}{15} \] Calculating: \[ = \frac{64}{135} + \frac{50}{135} + \frac{12}{135} + \frac{4}{135} + \frac{80}{135} = \frac{210}{135} = \frac{14}{9} \] ### Final Answers - **Probability Distribution of X**: \[ \begin{array}{|c|c|} \hline X & P(X) \\ \hline 2 & \frac{1}{15} \\ 3 & \frac{2}{15} \\ 4 & \frac{3}{15} \\ 5 & \frac{4}{15} \\ 6 & \frac{5}{15} \\ \hline \end{array} \] - **Mean**: \( \frac{14}{3} \) - **Variance**: \( \frac{14}{9} \)
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