Statistics expectation of discrete variable.

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Homework Help Overview

The discussion revolves around the convergence of the series Ʃ(m=1 to ∞) m/2m-1 and the expected value E(Y) of a discrete variable Y, where the probability P(Y) is given as 1/2m-1. Participants are exploring the relationship between the convergence of the series and the expected value.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants are attempting to analyze the convergence of the series and questioning how to determine its limit. There is also confusion regarding the expected value E(Y) and why it is asserted to be 2 instead of 4, given the probability distribution.

Discussion Status

The discussion is ongoing, with participants expressing uncertainty about the series evaluation and the expected value calculation. Some guidance has been offered regarding the use of calculus and the formulation of the probability, but no consensus has been reached on the correct interpretation or solution.

Contextual Notes

There is a question about whether the probabilities P(Y) add up to 1, indicating a potential concern about the validity of the probability distribution being used.

peripatein
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Hi,

Homework Statement



How may I find to what number Ʃ(m=1 to ∞) m/2m-1 converges?
Further, suppose I know it converges to 4, why would then E(Y), given that P(Y) = 1/2m-1, be equal to 2 (thus asserted the answer) and not 4?

Homework Equations





The Attempt at a Solution


I am really not sure how to analyse that series. I have managed to determine, through the ratio test, that it indeed converges, but I am not sure how to break it down so that it could be easily determined to what number it converges. I'd truly appreciate some assistance.
 
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hi peripatein! :smile:
peripatein said:
How may I find to what number Ʃ(m=1 to ∞) m/2m-1 converges?

calculus? :wink:
Further, suppose I know it converges to 4, why would then E(Y), given that P(Y) = 1/2m-1, be equal to 2 (thus asserted the answer) and not 4?

i don't understand :redface:

what is Y ? :confused:
 
Y is just a discrete variable for which the probability is P(Y) = 1/2m-1. But how is E(Y) 2 (based on the answers in the book)?! Why is it not 4?
And I realize calculus would render the evaluation of Ʃ(m=1 to ∞) m/2m-1 possible, yet I am not sure how to break it down. Could you help?
 
hi peripatein! :smile:
peripatein said:
And I realize calculus would render the evaluation of Ʃ(m=1 to ∞) m/2m-1 possible, yet I am not sure how to break it down. Could you help?

start by writing f(x) = ∑ mx-(m-1) :wink:
Y is just a discrete variable for which the probability is P(Y) = 1/2m-1.

do you mean P(Y=m) ? :confused:
 
peripatein said:
P(Y) = 1/2m-1
Do those probabilities add up to 1?
 

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