A formula to accompany the Birthday Problem
Let's look at the probabilities a step at a time.
Running this through a computer gives the chart below. Notice that
a probability of over .5 is obtained after 23 dates!
- For one person, there are 365 distinct birthdays.
- For two people, there are 364 different ways that
the second could have a birthday without matching the first.
- If there is no match after two people, the third person
has 363 different birthdays that do not match the other two.
So, the probability of a match is 1 - (365)(364)(363)/(365)(365)(365).
- This leads to the following formula for calculating the probability of a match
with N birthdays is 1 - (365)(364)(363)...(365 - N + 1)/(365)^N.
Notice that the probability is above .9
before the sample size reaches even 45.
Also, take a look at Lionel Mordecai's MathCAD programs.
The algorithms are in an RTF file. It includes a nice graph of the output. He uses
the programs in his statistics class.
Return to the Introduction.
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