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2.) France conducts a study of families that visit the country each year as tourists. The fraction of such families of size 
m is 
(8-m)/(28). For a family of size 
m that visits France, the number of members of that family that visit Paris follows a discrete uniform distribution on the set 
1,2,dots,m. Calculate the probability that a family has exactly 6 members, given that exactly 5 members of that family visit Paris.

22.) France conducts a study of families that visit the country each year as tourists. The fraction of such families of size m m is 8m28 \frac{8-m}{28} . For a family of size m m that visits France, the number of members of that family that visit Paris follows a discrete uniform distribution on the set 1,2,,m 1,2, \ldots, \mathrm{m} . Calculate the probability that a family has exactly 66 members, given that exactly 55 members of that family visit Paris.

Full solution

Q. 22.) France conducts a study of families that visit the country each year as tourists. The fraction of such families of size m m is 8m28 \frac{8-m}{28} . For a family of size m m that visits France, the number of members of that family that visit Paris follows a discrete uniform distribution on the set 1,2,,m 1,2, \ldots, \mathrm{m} . Calculate the probability that a family has exactly 66 members, given that exactly 55 members of that family visit Paris.
  1. Given Fraction of Families: We are given that the fraction of families of size mm is (8m)/28(8-m)/28. We want to find the probability that a family has exactly 66 members, given that exactly 55 members visit Paris. This is a conditional probability problem, and we can use the formula P(AB)=P(A and B)/P(B)P(A|B) = P(A \text{ and } B) / P(B), where AA is the event that a family has exactly 66 members and BB is the event that exactly 55 members visit Paris.
  2. Calculate P(A): First, we calculate P(A)P(A), the probability that a family has exactly 66 members. We substitute m=6m = 6 into the fraction 8m28\frac{8-m}{28} to find the probability of a family being of size 66.\newlineP(A)=8628=228=114P(A) = \frac{8-6}{28} = \frac{2}{28} = \frac{1}{14}
  3. Calculate P(B)P(B): Next, we calculate P(B)P(B), the probability that exactly 55 members visit Paris. Since the number of members that visit Paris follows a discrete uniform distribution on the set 1,2,...,m1,2,...,m, the probability that any specific number of members visit Paris is 1m\frac{1}{m}. For a family of size 66, the probability that exactly 55 members visit Paris is 16\frac{1}{6}.
    P(B)=16P(B) = \frac{1}{6}
  4. Calculate P(A and B)P(A \text{ and } B): Now, we calculate P(A and B)P(A \text{ and } B), the probability that a family has exactly 66 members and exactly 55 members visit Paris. Since the events are independent (the size of the family does not affect the distribution of who visits Paris), we can multiply the probabilities of AA and BB.\newlineP(A and B)=P(A)×P(B)=114×16=184P(A \text{ and } B) = P(A) \times P(B) = \frac{1}{14} \times \frac{1}{6} = \frac{1}{84}
  5. Find P(AB)P(A|B): Finally, we use the conditional probability formula to find P(AB)P(A|B), the probability that a family has exactly 66 members given that exactly 55 members visit Paris.\newlineP(AB)=P(A and B)P(B)=1/841/6=184×61=684=114P(A|B) = \frac{P(A \text{ and } B)}{P(B)} = \frac{1/84}{1/6} = \frac{1}{84} \times \frac{6}{1} = \frac{6}{84} = \frac{1}{14}

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