Series Question (from a probability question)

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Homework Help Overview

The discussion revolves around a probability problem involving the expected number of children a couple will have until a daughter is born. The original poster presents a series summation related to this probability scenario.

Discussion Character

  • Exploratory, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to evaluate the series \(\sum_{k=1}^{\infty}k(1/2)^k\) and expresses uncertainty about series techniques. Some participants suggest hints related to the differentiation of power series.

Discussion Status

The discussion is ongoing, with participants providing hints and affirmations regarding the derivation of series. There is no explicit consensus, but guidance has been offered to assist the original poster in their exploration.

Contextual Notes

The original poster indicates they have found some information online regarding the series but initially struggled to locate it in their calculus book. This suggests a potential gap in resources or understanding of series in their study materials.

mattmns
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[SOLVED] Series Question (from a probability question)

EDIT: Found it, never mind.Here is my question:

How do I find what [tex]\sum_{k=1}^{\infty}k(1/2)^k[/tex] is?

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Here is the original question and my work.
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A couple decides to continue to have children until a daughter is born. What is the expected number of children of this couple?
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So suppose P(having a daughter) = 1/2.

Define the random variable X = number of children until a daughter is born.

Then [itex]f_X(x) = (1-1/2)^{x-1}(1/2)[/itex]

So,
[tex]E(X) = \sum_{x = 1}^{\infty}x f_X(x) = \sum_{k=1}^{\infty}k(1/2)(1/2)^{k-1}[/tex]

or as I wrote it above.

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Now I believe everything I have done up this point is correct, however I can't remember how to do series. I have been looking at my calculus book, but I have yet to find what I need. Any hints would be greatly appreciated, thanks!--------------EDIT: Found it online, seems to be a common geometric series, not sure why I couldn't find it in my book.
 
Last edited:
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You know how to find f(x)=sum(x^n), right? f'(x)=sum(n*x^(n-1)). Is that enough of a hint?
 
It's good to know how it's derived as well.
 
Thanks, indeed it is good to know how to derive it.
 

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