How many people do you have to assemble in a room (people picked at random from the general population) before there is at least an even chance (P = 0.5) that at least two have the same birthdate (e.g., February 4 or September 9)? Assume that the year has 365 days; that is, don’t worry about leap year. Hint: Check your answer by using the same method to calculate the probability that two people will have the same birthday if there are 366 people in the room.
The answer is 23 people and the reasoning (ignoging leap years) goes :- Start with one person in a room. Add a second person and the probability that he has a different birthday is 364/365. Add a third and the probability that he has a different birthday to the first two is 363/365. The probability that there are now no duplicate birthdays is (364/365)*(363/365). Add a fourth and the probability that he has a different birthday to the first three is 362/365. The probability that there are now no duplicate birthdays is (364/365)*(363/365)*(362/365). etc.
So, if 'n' people are selected then probability that there are no duplicate birthdays is -
The probability that there are no duplicate birthdays falls below 50% when the 23rd person arrives.
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