TITLE: If I randomly generate a string of length N from an alphabet {A, B, C}, what's the likelihood that exactly k characters will be the same?
QUESTION [7 upvotes]: I have an alphabet: {A, B, C}.
I'm randomly generating strings of length N from that alphabet. 
Examples: Examples: N=5, AACBC, AAAAA, BBCAA
What is the likelihood that exactly k characters of that string are the same? (k <= N)
(k corresponds to the maximum number of similar characters...
Example: With string AABCAAA: N=7, k=5 because there are 5 A's.
String AABBCC: N=6, k=2 because there are equally-sized groups of A's, B's, and C's.)  

Initially, my solution looked like this:
P(k characters are the same) = $(\frac{1}{3})^k * (\frac{2}{3})^{n-k}$
Until I realized that this solution wasn't robust enough-- it doesn't matter WHICH characters are the same, only that k characters are the same.
Thanks so much in advance for your help.

REPLY [2 votes]: Let k, l, m be the # of occurrences for different letters in decreasing order.
Using the multinomial distribution formula, to illustrate,
for string AAABBC, Pr = $\frac{6!}{3!2!1!}\cdot\left(\frac{1}{3}\right)^6$
and for string AABBCC, Pr = $\frac{6!}{2!2!2!}\cdot\left(\frac{1}{3}\right)^6$
In general, Pr = $\frac{N!}{k!l!m!}\cdot\left(\frac{1}{3}\right)^N$, k+l+m = N
continued...
I have taken that you want probabilities for particular values of k. For k = 3 and N = 6, for example, you will need to sum up probabilities for permutations of 3-3-0 (3#s) & 3-2-1 (6#s)  
edited by the questioner...
The final solution comes down to this.
Imagine that we have three bins, each representing the number of times each character appears in a string. For AAABC, the bins would be {A:3, B:1, C:1}
For:  

N = the length of the string,
k = the maximum bin value (there can be ties),
l = the next bin value,
m = the last bin value, 
d = the number of bin values that are different from k's bin value (max 2) 


Examples:  


ABC: bins = {A: 1, B: 1, C: 1}. d = 0
AAA: bins = {A: 3, B: 0, C: 0}. d = 1
AAC: bins = {A: 2, B: 0, C: 1}. d = 2


C = the number of letters in our alphabet (always 3), 

Pr = $\frac{N!}{k!l!m!}\cdot\left(\frac{1}{3}\right)^N \cdot\frac{C!}{(C - d)!}$, k+l+m = N