Recently, I devised the following problem:
Suppose that you have n friends, and you always say “Happy Birthday” to each friend on his/her birthday. On how many days of the year will you not say “Happy Birthday” to one of your friends?
Until somebody tells me otherwise, I’m calling this the Facebook birthday problem in honor of Facebook’s daily alerts to say “Happy Birthday” to friends.
Here’s how I solved this problem. Let be an indicator random variable for “no friend has a birthday on day , where stands for February 29 and stand for the “usual” 365 days of the year. Therefore, the quantity , representing the number of days of the year on which no friend has a birthday, can be written as
In yesterday’s post, I showed that
The calculation of the standard deviation of is considerably more complicated, however, since the are dependent. So we will begin by computing the variance of :
For the first term, we recognize that, in any four-year span, there are days, of which only one is February 29. Assuming the birthday’s are evenly distributed (which actually doesn’t happen in real life), the chance that someone’s birthday is not on day is
Therefore, the chance that all friends don’t have a birthday on day is
Using the formula for the variance of an indicator random variable, we see that
for . Similarly, for the second term,
Therefore, so far we have shown that
In tomorrow’s post, I’ll complete this calculation by finding the covariances.