Statistics · real student question

A 60-card deck contains 9 marked cards. Three cards are drawn at random without replacement. What is the probability that at least one of them is marked?

Question

A 6060-card deck contains 99 marked cards, so 609=5160-9=51 are unmarked. Three cards are drawn at random without replacement.

What is the probability that at least one of the three is marked?

Step-by-step solution

  1. Use the complement, not a case split. "At least one marked" covers one, two, or three marked cards. Its complement is the single event "no marked card at all", so

    P(at least one)=1P(none)P(\text{at least one})=1-P(\text{none})

    This is always the cheaper route for an at least one question.

  2. Count the total number of three-card draws. Order does not matter, so

    (603)=60×59×583×2×1=34220\binom{60}{3}=\frac{60\times59\times58}{3\times2\times1}=34220

  3. Count the draws with no marked card. All three must come from the 5151 unmarked cards:

    (513)=51×50×493×2×1=20825\binom{51}{3}=\frac{51\times50\times49}{3\times2\times1}=20825

  4. Form the complement probability.

    P(none)=2082534220=0.60856P(\text{none})=\frac{20825}{34220}=0.60856\ldots

    so

    P(at least one)=12082534220=342202082534220=1339534220P(\text{at least one})=1-\frac{20825}{34220}=\frac{34220-20825}{34220}=\frac{13395}{34220}

    Reduced, this is 26796844\tfrac{2679}{6844}.

  5. Convert to a percentage.

    1339534220=0.39143839.14%\frac{13395}{34220}=0.391438\ldots\approx39.14\%

  6. Sanity-check against a simpler estimate. Each single draw hits a marked card with probability 960=15%\tfrac{9}{60}=15\%. Three near-independent draws would miss all three with probability roughly 0.853=0.6140.85^3=0.614, giving about 38.6%38.6\% — very close to the exact 39.14%39.14\%, with the small gap coming from drawing without replacement ✓.

  7. Note why the opening hand does not matter. If five cards were already dealt face-down and ignored, the three cards drawn afterwards are still a uniformly random three-card subset of the original 6060, so the same computation applies unchanged.

Answer

P=1(513)(603)=12082534220=133953422039.14%P=1-\frac{\binom{51}{3}}{\binom{60}{3}}=1-\frac{20825}{34220}=\frac{13395}{34220}\approx 39.14\%

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