Probability Ross Chapter 1 Notes

01 Feb 2018

Multinomial Coefficients

I was getting a bit confused by examples (5b) and (5c) where they choose basketball teams. The ordering of groups confused me. But then I resolved this by realizing that the groupings

  1. 12345, 67890
  2. 67890, 12345

are considered different when designating teams A and B. But they are the same when splitting ten kids to play a game.

But now consider this: we start with 4 people and we want to group them into groups of 3 and 1. The count of ways to do this is $\frac{4!}{3!1!}=4$. There is no way to change the order of the groupings since 3 is specified to be first and 1 is specified to be second. 4 is the count and there is no need or possible way of reducing the count for permutations of groups:

  1. 123,4
  2. 124,3
  3. 134,2
  4. 234,1

Now consider this: we start with 4 people and we want to group them into groups of 2 and 2. The count of ways to do this is $\frac{4!}{2!2!}=\frac{4!}4=3!=6$:

  1. 12,34
  2. 13,24
  3. 14,23
  4. 23,14
  5. 24,13
  6. 34,12

Notice that we have permutations of groupings. For instance, the first grouping 12,34 is a permutation of the last grouping 34,12. And

  1. 12,34 ~ 34,12
  2. 13,24 ~ 24,13
  3. 14,23 ~ 23,14

So the count of possible groups where order is irrelevant is $\frac6{2!}=3$. That is, to get the combinations-of-groupings count, we must divide the permutations-of-groupings count by the factorial of the number of groupings.

So if $n=2^m$ distinct items are to be grouped into $m$ groups of size $2$, then the count without permutations is

$$ \frac{n!}{2^{m}(m!)} $$

More generally, if $n=r^m$ distinct items are to be grouped into $m$ groups of size $r$, then the count without permutations is

$$ \frac{n!}{(r!)^{m}(m!)} $$

Now when you look at example (5d), it is pretty clear.