In: Statistics and Probability
Suppose that the birthdays of different people in a group of n people are independent, each equally likely to be on the 365 possible days. (Pretend there's no such thing as a leap day.)
What's the smallest n so that it's more likely than not that someone among the n people has the same birthday as you? (You're not part of this group.)
There are n individuals in the group whose birthday are equally likely and independent
let A is an event that no person has the same birthday as yours
P(A)= 1-P(Ac)
=1 - P(different birthday)
= 1 - {365*364*363.........*(365-n+1)}/365n
now we have to find the smallest value of n. By Birthday Paradox the smallest value of n is 23 which is not same as this problem.
suppose n=2 i.e there is two people and none of their birthday same as yours
then Q2 =1 - (364/365)2 ~ .28
if n=3 and none has same birthday as yours
Q3=1 - (365/365)*(364/365)*(363/365) ~ .55
and so on...
if there is n persons and none has same birthday as yours
Qn= 1- (356/365)*(364/365)*.....*(365-n+1/365)
if n is large then computations become harder so we use simple calculus
1 - x < e-x
there is various method to find the value of n and one is
In order for the probability of at least one other person to share your birthday to exceed 50%, we need n large enough that
1 - (364/365) n-1 0.5
so we can find the value n for which n > 253
n=253 is the smallest number for which your birthday will be same as others.