Interpretation for identity with binomial coefficients

In summary, the conversation discussed the identity \sum_{k=0}^{n-j}(-1)^k\binom{j-1+k}{j-1}\binom{n}{j+k} = 1 and potential interpretations for it involving tossing coins and painting balls. The expert summarizer explained how to use the "involution principle" to prove the identity and provided two different approaches for understanding it.
  • #1
techmologist
306
12
I am looking for a counting interpretation to make the following identity evident:

[tex]\sum_{k=0}^{n-j}(-1)^k\binom{j-1+k}{j-1}\binom{n}{j+k} = 1[/tex]

The form of it looks like inclusion-exclusion. The sum is 1, more or less independent of j. So that makes me think it would be something like "how many ways can you toss a coin n times, getting heads on the first j tosses and tails on the rest?", which obviously happens in one way. The problem is, I don't see how the left side of the equation can be interpreted that way.

Thanks in advance.
 
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  • #2
The easiest way to deal with identities having alternating signs is to use the "involution principle", which is not much more than a fancy name for moving the negative terms to the other side. (See Stanley, Enumerative Combinatorics, vol. 1, section 2.6.)

The quantity [tex]\binom{n}{j+k}\binom{j-1+k}{j-1}[/tex] counts the number of ways to take a row of ##n## balls and choose ##j+k## of them to paint. Of these, you paint the rightmost one red. Then, of the others, you paint ##j-1## blue and ##k## green.

You can then construct an (almost) "sign-reversing involution" on this set -- basically, this means a bijection between the paintings where k is odd and the paintings where k is even. One way to do this is by starting at the red ball and going to the left one ball at a time until you find a ball that is either green or unpainted. If it's green, you remove the paint; if it's unpainted, you paint it green.

As I said, this is not quite a sign-reversing involution because there is one case where it isn't defined. If, from the left, the row starts with ##j-1## blue balls and then a red ball, there is no way to follow the above instruction.

But this is actually a good thing. After all, there was that "1" floating around. So the bijection handles all the cases except for one; to compensate for this, you have to add 1 to the other side. And that gives you the identity you were looking for.

Another way of looking at this is that the sign-reversing involution tells you how to cancel out paintings in pairs, where 1 element of each pair has k even and the other has k odd. Everything is canceled out except for the one exceptional painting, and so after the cancellation you have just 1 left, which is the right side.
 
  • #3
Thank you, eigenperson! That was a first rate solution and explanation. I encountered that sum while trying to find an expected value in the broken-stick model here, and couldn't come up with an approach for it.

Thanks again :)
 

Related to Interpretation for identity with binomial coefficients

1)

What is interpretation for identity with binomial coefficients?

The interpretation for identity with binomial coefficients is a mathematical concept that involves using the binomial coefficients to represent the number of ways to choose a certain number of objects from a larger set. It is often used in probability and combinatorics.

2)

How do you calculate binomial coefficients?

Binomial coefficients can be calculated using the formula: nCr = n! / (r!(n-r)!), where n represents the total number of objects and r represents the number of objects being chosen. For example, if you have 10 objects and want to choose 3, the binomial coefficient would be 10C3 = 10! / (3!(10-3)!) = 120.

3)

What is the significance of binomial coefficients in probability?

Binomial coefficients are used in probability to calculate the number of possible outcomes for a given event. For example, if you want to know the probability of getting exactly 3 heads when flipping a coin 5 times, you would use the binomial coefficient of 5C3 to calculate the total number of possible outcomes.

4)

What is the relationship between binomial coefficients and Pascal's triangle?

Pascal's triangle is a visual representation of binomial coefficients. Each row in the triangle represents the coefficients for a specific power of the binomial (e.g. the third row represents the coefficients for (a+b)^3). The coefficients in each row are also the same as the binomial coefficients for that power.

5)

How are binomial coefficients used in combinations and permutations?

Binomial coefficients are used in combinations and permutations to calculate the total number of ways to choose or arrange a certain number of objects from a larger set. In combinations, the order of the chosen objects does not matter, while in permutations, the order does matter. The binomial coefficient formula can be modified to account for these differences.

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