Geometric Series with probability

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Homework Help Overview

The discussion revolves around the sum of a geometric series in the context of probability, specifically focusing on the function p(n) = (1 - α)ⁿ α. Participants are attempting to demonstrate that the sum of p(n) values equals 1.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to apply the formula for the sum of a geometric series but expresses uncertainty about the next steps. Some participants suggest using the known formula for the sum of a geometric series and substituting values to progress. Others question the correctness of the calculations presented and seek clarification on the application of the formula.

Discussion Status

Participants are actively engaging with the problem, offering guidance on applying the geometric series formula. There is a mix of interpretations regarding the calculations, with some participants questioning the validity of the steps taken. The discussion is ongoing, with no explicit consensus reached yet.

Contextual Notes

Participants are working under the constraints of demonstrating the sum of a series and ensuring the conditions for convergence are met. There is an emphasis on correctly applying mathematical principles without providing a complete solution.

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Using the formula for the sum of geometric series, show that the values of p(n) sum to 1

p(n)=[tex](1 - \alpha)^n \alpha[/tex]

My attempt:
[tex] \alpha<br /> \sum^\infty_{{\bf n=0}}<br /> (1- \alpha)^n[/tex]

I am not sure where to go from here. Any help to show this is true!
 
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Do you know the formula

[tex]\sum_{i=0}^{\infty}x^i=\frac{1}{1-x}[/tex] valid for [tex]|x|<1[/tex] ?

Apply it and you are almost done.
 
What's the sum of the geometric series r^n? Now just put r=1-alpha.
 
[tex] \alpha \sum_{i=0}^{\infty}x^i=\frac{1}{1-(1-\alpha)} -1 = \frac{(1-\alpha)}{1-(1- \alpha)}[/tex]

I think I got it. Does this look right.
 
Not really. Can you fix it? Sum 0 to infinity of r^n is 1/(1-r) for |r|<1 as I recall.
 
[tex] \alpha \frac{1}{1-(1-\alpha)} = \frac{\alpha}{0 + \alpha}<br /> [/tex]
 
And alpha/alpha=?
 
1. Thanks everybody for the help on this one.
 

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