Statistics · real student question

A bag holds ten identical balls numbered 1 to 10. Three balls are drawn at random and their numbers recorded. Find (1) the probability that the smallest number is 5, and (2) the probability that the largest number is 5.

Question

A bag contains ten balls of identical shape and texture, numbered 1,2,,101,2,\ldots,10. Three balls are drawn at random and their numbers are recorded. Find

(1) the probability that the smallest number drawn is 55;
(2) the probability that the largest number drawn is 55.

Step-by-step solution

  1. Count the sample space. All 33-element subsets of {1,,10}\{1,\ldots,10\} are equally likely:

    (103)=10986=120\binom{10}{3}=\frac{10\cdot 9\cdot 8}{6}=120

  2. Translate "the smallest is 5" into a constraint. It means 55 is one of the three numbers and the other two both exceed 55. The numbers above 55 are 6,7,8,9,106,7,8,9,10 — five of them.

  3. (1) Count and divide.

    (52)=10P(min=5)=10120=1120.0833\binom{5}{2}=10\quad\Longrightarrow\quad P(\min=5)=\frac{10}{120}=\frac{1}{12}\approx 0.0833

  4. Translate "the largest is 5". Now 55 must be drawn and the other two must be below it, chosen from 1,2,3,41,2,3,4 — only four candidates.

  5. (2) Count and divide.

    (42)=6P(max=5)=6120=120=0.05\binom{4}{2}=6\quad\Longrightarrow\quad P(\max=5)=\frac{6}{120}=\frac{1}{20}=0.05

    P(min=5)=112,P(max=5)=120\boxed{P(\min=5)=\tfrac{1}{12},\qquad P(\max=5)=\tfrac{1}{20}}

  6. Check the whole distribution of the minimum. For min=k\min=k the count is (10k2)\binom{10-k}{2}, so summing over k=1,,8k=1,\ldots,8 gives (92)+(82)++(22)=36+28+21+15+10+6+3+1=120\binom92+\binom82+\cdots+\binom22=36+28+21+15+10+6+3+1=120 ✓, matching the sample space. The asymmetry between the two answers is expected: there are more numbers above 55 than below it, so 55 is more likely to be the smallest than the largest.

Answer

P(min=5)=112,P(max=5)=120P(\min=5)=\dfrac{1}{12},\quad P(\max=5)=\dfrac{1}{20}

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