Four cards are drawn, without replacement, from a deck of 52 cards. Write the probability distribution for the number of red cards drawn
Question
Four cards are drawn, without replacement, from a deck of 52 cards. Write the probability distribution for the number of red cards drawn
Solution 1
The probability distribution for the number of red cards drawn can be calculated as follows:
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There are 26 red cards in a deck of 52 cards.
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The possible outcomes for the number of red cards drawn are 0, 1, 2, 3, and 4.
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The probability for each outcome can be calculated using the hypergeometric distribution formula:
P(X=k) = [C(K, k) * C(N-K, n-k)] / C(N, n)
where:
- N is the total number of items (52 cards),
- K is the total number of success states in the population (26 red cards),
- n is the number of items drawn (4 cards), and
- k is the number of success states drawn (the number of red cards drawn).
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So, the probability distribution is:
- P(X=0) = [C(26, 0) * C(52-26, 4-0)] / C(52, 4)
- P(X=1) = [C(26, 1) * C(52-26, 4-1)] / C(52, 4)
- P(X=2) = [C(26, 2) * C(52-26, 4-2)] / C(52, 4)
- P(X=3) = [C(26, 3) * C(52-26, 4-3)] / C(52, 4)
- P(X=4) = [C(26, 4) * C(52-26, 4-4)] / C(52, 4)
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The values of these probabilities can be calculated using a calculator or statistical software.
Solution 2
The probability distribution for the number of red cards drawn can be calculated as follows:
-
There are 26 red cards in a deck of 52 cards.
-
The possible outcomes for the number of red cards drawn are 0, 1, 2, 3, and 4.
-
The probability of each outcome can be calculated using the hypergeometric distribution formula:
P(X=k) = [C(K, k) * C(N-K, n-k)] / C(N, n)
where:
- N is the total number of items (52 cards),
- K is the total number of success states in the population (26 red cards),
- n is the number of items drawn (4 cards), and
- k is the number of success states in the sample (the number of red cards drawn).
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So, the probability distribution is:
- P(X=0) = [C(26, 0) * C(26, 4)] / C(52, 4)
- P(X=1) = [C(26, 1) * C(26, 3)] / C(52, 4)
- P(X=2) = [C(26, 2) * C(26, 2)] / C(52, 4)
- P(X=3) = [C(26, 3) * C(26, 1)] / C(52, 4)
- P(X=4) = [C(26, 4) * C(26, 0)] / C(52, 4)
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The values of these probabilities can be calculated using a calculator or a statistical software.
Note: C(a, b) denotes the number of combinations of a items taken b at a time.
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