Another Birthday Probability Problem

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Homework Help Overview

The problem involves calculating the probability of a specific distribution of birthdays among 20 people across 12 months, specifically focusing on how many months contain exactly 2 or 3 birthdays.

Discussion Character

  • Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the correct counting methods for assigning groups of people to months and the implications of permutations versus combinations in their calculations.

Discussion Status

Some participants have identified errors in the original counting approach and suggested corrections. There is an ongoing exploration of how to accurately account for the distinct arrangements of groups and their assignments to months.

Contextual Notes

One participant expresses confusion about the treatment of order in the sample space versus the group assignments, indicating a need for clarification on these concepts.

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[SOLVED] Another Birthday Probability Problem

Homework Statement


Given 20 people, what is the probability that among the 12 months in the year there are 4 months containing exactly 2 birthdays and 4 containing exactly three birthdays.


Homework Equations


Axioms and basic theorems of probability.


The Attempt at a Solution


The sample space of this problem is a set of 20-tuples (n_1, ..., n_20) where n_i is an integer from 1 to 12 representing the month person i was born in. The sample space has u = 12^20 elements.

Divide the people into 8 distinct groups, 4 of 2 and 4 of 3. This can be done in

v = \frac{20!}{2!^4 3!^4}

ways. Now each of these 8 groups needs to be assigned to a distinct month. Pick any ordering of the groups. The first group has 12 months to choose from, the second has 11 months to choose from, etc. There are thus w = 12 * 11 * ... * 5 = 12!/4! assignments.

The probability sought is vw/u. Unfortunately, when I calculate this I get a different answer than the book's 1.0604 x 10^-3. Where could I have gone wrong?
 
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Your counting of the ways to assign the groups to months is not correct. Four months get assigned 4 people each (call these months "red"), four get assigned 2 people each ("blue"), and four get assigned 0 people each ("green"). How many distinct ways are there to "color" the 12 months?

When I use this count for w, I get your book's answer.
 
OK. I know what the problem with my counting is: In v, I'm counting permutations of possible groups. For example, if A, B, C, D are four 3-person groups, v is counting all possible 4-permutations of those groups as being distinct. v should actually be

\frac{20!}{2!^4 3!^4 4!^2}

and that will produce the correct answer.

If I leave v unchanged however and consider the orderings of the groups, then I would have to ignore certain group-month assignments. For example, if groups A, B, C, D are assigned to months 1, 2, 3, 4, then I would have to ignore the assignment of D, C, B, A to months 4, 3, 2, 1 which I'm incorrectly counting in w. To ignore these, w needs to equal C(12,4) * C(8,4). That will produce the correct answer.

Thanks for the pointer Avodyne. I will mark this thread as solved now.
 


Sorry, I am new to these...But I have a quick question..
If two people from the same group (same month) is picked and switched.
That would be considered as another situation in u isnt? because u have order
But that would not count on v? because v is combination?
Then how can this be true?

THanks for any advice
 

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