A set of 10 pills contains 5 placebo pills. (i) 5 pills are randomly selected from the set. What is the probability that at least 2 of them are placebo pills? (ii) Pills are drawn one at a time without replacement. What is the probability that the first three selected pills are all placebo pills?

Probability and StatisticsProbabilityCombinationsConditional ProbabilityWithout Replacement
2025/3/26

1. Problem Description

A set of 10 pills contains 5 placebo pills.
(i) 5 pills are randomly selected from the set. What is the probability that at least 2 of them are placebo pills?
(ii) Pills are drawn one at a time without replacement. What is the probability that the first three selected pills are all placebo pills?

2. Solution Steps

(i) Let X be the number of placebo pills in the sample of 5 pills. We want to find P(X2)P(X \geq 2). It is easier to calculate the complement: P(X2)=1P(X<2)=1[P(X=0)+P(X=1)]P(X \geq 2) = 1 - P(X < 2) = 1 - [P(X=0) + P(X=1)].
The total number of ways to select 5 pills out of 10 is (105)\binom{10}{5}.
(nk)=n!k!(nk)!\binom{n}{k} = \frac{n!}{k!(n-k)!}
P(X=0)P(X=0) is the probability that none of the selected pills are placebo pills. This means we selected 5 pills from the 5 non-placebo pills.
P(X=0)=(55)(105)=1252P(X=0) = \frac{\binom{5}{5}}{\binom{10}{5}} = \frac{1}{252}.
P(X=1)P(X=1) is the probability that exactly 1 pill is a placebo pill. This means we selected 1 placebo pill from the 5 placebo pills and 4 non-placebo pills from the 5 non-placebo pills.
P(X=1)=(51)(54)(105)=55252=25252P(X=1) = \frac{\binom{5}{1} \binom{5}{4}}{\binom{10}{5}} = \frac{5 \cdot 5}{252} = \frac{25}{252}.
P(X2)=1[P(X=0)+P(X=1)]=1[1252+25252]=126252=25226252=226252=113126P(X \geq 2) = 1 - [P(X=0) + P(X=1)] = 1 - \left[\frac{1}{252} + \frac{25}{252}\right] = 1 - \frac{26}{252} = \frac{252-26}{252} = \frac{226}{252} = \frac{113}{126}.
(ii) We want to find the probability that the first three pills selected are all placebo pills.
The probability that the first pill is a placebo pill is 510=12\frac{5}{10} = \frac{1}{2}.
Given that the first pill is a placebo pill, there are now 4 placebo pills and 9 total pills remaining.
The probability that the second pill is a placebo pill, given that the first pill was a placebo pill, is 49\frac{4}{9}.
Given that the first two pills were placebo pills, there are now 3 placebo pills and 8 total pills remaining.
The probability that the third pill is a placebo pill, given that the first two pills were placebo pills, is 38\frac{3}{8}.
The probability that the first three pills selected are all placebo pills is:
5104938=124938=12144=112\frac{5}{10} \cdot \frac{4}{9} \cdot \frac{3}{8} = \frac{1}{2} \cdot \frac{4}{9} \cdot \frac{3}{8} = \frac{12}{144} = \frac{1}{12}.

3. Final Answer

(i) 113126\frac{113}{126}
(ii) 112\frac{1}{12}

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