Help simplifying this summation

In summary, the given summation can be rewritten as (1-q) multiplied by the summation of binomial coefficients with a change of variables. Using generating functions, we can express this as the probability mass function of a negative binomial distribution. This allows us to calculate the summation and evaluate the original expression.
  • #1
robertdeniro
39
0

Homework Statement



[tex]\sum\limits_{j=0}^\infty \binom{j}{r} p^r (1-p)^{j-r} (1-q) q^j[/tex]

where p and q are between 0 and 1, and r is a positive integer

Homework Equations


The Attempt at a Solution



since [tex]\binom{j}{r}=\binom{j}{j-r}[/tex]

we can rewrite the summation as

[tex](1-q)\sum\limits_{j=0}^\infty \binom{j}{j-r} p^r (1-p)^{j-r} q^j[/tex]

then i used a change of variables k=j-r and the summation became[tex](1-q)\sum\limits_{k=-r}^\infty \binom{k+r}{k} p^r (1-p)^{k} q^{k+r}[/tex]

and now I am stuck. i was hoping i could get the stuff inside the summation sign to look like the pdf of a negative binomial distribution
 
Last edited:
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  • #2
Do you have any identities that might be relevant to evaluating the summation?

Also, the notation where q = 1-p is fairly common. Does that apply here or are p and q just two unrelated variables?
 
  • #3
hi robertdeniro! :smile:

since r is a constant, you can take all the r stuff outside the ∑ :wink:

(but I don't think it converges)
 
  • #4
vela said:
Do you have any identities that might be relevant to evaluating the summation?

Also, the notation where q = 1-p is fairly common. Does that apply here or are p and q just two unrelated variables?

nope, here p and q are not related

EDIT: Guys, please see me attempt at the solution and let me know what you think
 
  • #5
I don't see how that helps, but I might just be missing something.

Are you familiar with the generating functions for the binomial coefficients?
 
  • #6
vela said:
I don't see how that helps, but I might just be missing something.

Are you familiar with the generating functions for the binomial coefficients?

yes but i don't see how that would help

EDIT: nevermind, thanks for that tip! i think i got it
 
  • #7
What generating functions do you know? At least one I've seen applies directly to the problem.
 

1. What is a summation?

A summation is a mathematical operation that calculates the total of a set of numbers by adding them together.

2. How do I simplify a summation?

To simplify a summation, you can use various mathematical techniques such as rearranging terms, using summation rules, and factoring out common terms.

3. Why is it important to simplify summations?

Simplifying summations allows for easier calculation and understanding of complex mathematical expressions. It also helps to identify patterns and relationships between the terms in a summation.

4. What are some common errors when simplifying summations?

Some common errors when simplifying summations include forgetting to distribute negative signs, making arithmetic mistakes, and missing terms in the final answer.

5. Can summations be simplified in any order?

Yes, summations can be simplified in any order as long as the mathematical rules are followed. However, rearranging terms or grouping terms in a specific order may make the simplification process easier.

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