What is the Unclear Step in this Random Sampling Proof?

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So, in summary, in the second step, the last term (m-d)/m is excluded from the summation, resulting in the summation index being decreased by one. This allows for a more concise representation of the equation without changing its value.
  • #1
rwinston
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Hi

I may be missing something obvious here, but I am reading a paper on random sampling, and in one of the proofs, two consecutive steps run like this:

[tex]
= \sum_{d=0}^m \left[ {{m}\choose{d}} \left(\frac{1}{n}\right)^d \left(\frac{n-1}{n}\right)^{m-d} \right] \left( \frac{m-d}{m}\right)
[/tex]
[tex]
= \sum_{d=0}^{m-1} {{m}\choose{d}} \left(\frac{1}{n}\right)^d \left(\frac{n-1}{n}\right)^{m-d} \ \left( \frac{m-d}{m}\right)
[/tex]

I can't see how the second step works ... the summation index is decreased by one, but nothing obvious changes inside the summation...is there an assumption or step i am missing? Any help appreciated!
 
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  • #2
The (m-d)/m term is in the summation right? At d=m, that term will become 0, and so d=m doesn't contribute to the sum.
 

FAQ: What is the Unclear Step in this Random Sampling Proof?

What is an Unclear Step in Proof?

An Unclear Step in Proof refers to a step in a mathematical or scientific proof that is not clearly defined or explained. It may cause confusion or uncertainty about the validity of the proof.

Why is it important to identify Unclear Steps in Proofs?

Identifying Unclear Steps in Proofs is important because it ensures the accuracy and reliability of the proof. If a step is unclear, it may lead to incorrect conclusions or assumptions, which can have significant implications in the field of science.

What are some common causes of Unclear Steps in Proofs?

There are several potential causes of Unclear Steps in Proofs, including errors in calculations, incomplete explanations, or assumptions that are not clearly stated. In some cases, the use of complex terminology or notation can also contribute to unclear steps.

How can Unclear Steps in Proofs be resolved?

To resolve Unclear Steps in Proofs, it is important to carefully review the proof and identify the specific step that is unclear. Then, the scientist can provide a more thorough explanation or clarification for that step, or consider using alternative methods or approaches to prove the statement.

How can scientists prevent Unclear Steps in Proofs?

To prevent Unclear Steps in Proofs, scientists can double-check their calculations and thoroughly explain each step in the proof. It may also be helpful to have peers or colleagues review the proof for clarity and provide feedback on any potential unclear steps.

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