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Two cards are drawn from 52 playing card...

Two cards are drawn from 52 playing cards without replacement. The variance of the number of ace is

A

`400/2873`

B

`600/2873`

C

`200/2873`

D

None of these

Text Solution

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The correct Answer is:
To find the variance of the number of aces when drawing two cards from a standard deck of 52 playing cards without replacement, we can follow these steps: ### Step 1: Define the Random Variable Let \( X \) be the random variable representing the number of aces drawn. The possible values for \( X \) are 0, 1, or 2. ### Step 2: Calculate the Probabilities We need to calculate the probabilities for each value of \( X \). #### Probability \( P(X = 0) \) This is the probability of drawing 0 aces. We can choose 2 cards from the 48 non-ace cards. \[ P(X = 0) = \frac{\binom{48}{2}}{\binom{52}{2}} \] Calculating \( \binom{48}{2} \): \[ \binom{48}{2} = \frac{48 \times 47}{2} = 1128 \] Calculating \( \binom{52}{2} \): \[ \binom{52}{2} = \frac{52 \times 51}{2} = 1326 \] Thus, \[ P(X = 0) = \frac{1128}{1326} = \frac{188}{221} \] #### Probability \( P(X = 1) \) This is the probability of drawing 1 ace. We can choose 1 ace from the 4 aces and 1 non-ace from the 48 non-aces. \[ P(X = 1) = \frac{\binom{4}{1} \times \binom{48}{1}}{\binom{52}{2}} = \frac{4 \times 48}{1326} = \frac{192}{1326} = \frac{32}{221} \] #### Probability \( P(X = 2) \) This is the probability of drawing 2 aces. We can choose 2 aces from the 4 aces. \[ P(X = 2) = \frac{\binom{4}{2}}{\binom{52}{2}} = \frac{6}{1326} = \frac{1}{221} \] ### Step 3: Summary of Probabilities Now we summarize the probabilities: - \( P(X = 0) = \frac{188}{221} \) - \( P(X = 1) = \frac{32}{221} \) - \( P(X = 2) = \frac{1}{221} \) ### Step 4: Calculate \( E(X) \) The expected value \( E(X) \) is calculated as follows: \[ E(X) = \sum x \cdot P(X = x) = 0 \cdot P(X = 0) + 1 \cdot P(X = 1) + 2 \cdot P(X = 2) \] Calculating: \[ E(X) = 0 + 1 \cdot \frac{32}{221} + 2 \cdot \frac{1}{221} = \frac{32}{221} + \frac{2}{221} = \frac{34}{221} \] ### Step 5: Calculate \( E(X^2) \) Now we calculate \( E(X^2) \): \[ E(X^2) = \sum x^2 \cdot P(X = x) = 0^2 \cdot P(X = 0) + 1^2 \cdot P(X = 1) + 2^2 \cdot P(X = 2) \] Calculating: \[ E(X^2) = 0 + 1 \cdot \frac{32}{221} + 4 \cdot \frac{1}{221} = \frac{32}{221} + \frac{4}{221} = \frac{36}{221} \] ### Step 6: Calculate Variance The variance \( Var(X) \) is given by the formula: \[ Var(X) = E(X^2) - (E(X))^2 \] Substituting the values: \[ Var(X) = \frac{36}{221} - \left(\frac{34}{221}\right)^2 \] Calculating \( (E(X))^2 \): \[ (E(X))^2 = \frac{34^2}{221^2} = \frac{1156}{48841} \] Now substituting back into the variance formula: \[ Var(X) = \frac{36 \cdot 221 - 1156}{221^2} = \frac{7956 - 1156}{48841} = \frac{6800}{48841} \] ### Final Answer Thus, the variance of the number of aces drawn is: \[ Var(X) = \frac{6800}{48841} \]

To find the variance of the number of aces when drawing two cards from a standard deck of 52 playing cards without replacement, we can follow these steps: ### Step 1: Define the Random Variable Let \( X \) be the random variable representing the number of aces drawn. The possible values for \( X \) are 0, 1, or 2. ### Step 2: Calculate the Probabilities We need to calculate the probabilities for each value of \( X \). ...
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