Geometric random variable with probability mass function

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Homework Help Overview

The discussion revolves around a geometric random variable characterized by its probability mass function, specifically P(X=n) = p(1-p)^n for n = 0, 1, 2, 3.... Participants are tasked with finding the mean and variance of this distribution.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants express difficulty in deriving the mean and variance, with one suggesting the need to sum a sequence. Another participant clarifies the correct formula for the probability mass function, while others discuss the implications of the infinite series and its convergence.

Discussion Status

The discussion is ongoing, with participants exploring different interpretations of the probability mass function and attempting various methods to derive the mean and variance. Some guidance has been offered regarding the correct formula, but there is no explicit consensus on the approach to take.

Contextual Notes

There is mention of confusion regarding the correct formulation of the geometric distribution, and participants are also reflecting on their coursework and resources related to the topic.

playboy
If you have a geometric random variable with probability mass function:

P(X=n) = p(1-p)^n n = 0,1,2,3...

Find the Mean and the Variance.

----------------------------

Okay, I've looked everywhere and tried everything, however, i just cannot get it.

i think that your supposed to find the sum of this sequence to find the mean. I tried everything. I just tried the integral test. Anybody got any ideas?
 
Last edited by a moderator:
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You might have tried writing the correct formula for geometric distribution.

It is pn-1(1-p)n, not p(1-p)n.

And you might try looking here:
http://www.math.mcmaster.ca/canty/teaching/stat2d03/lectures4.pdf
 
Last edited by a moderator:
No.. i actually mean

" P(X=n) = p(1-p)^n n = 0,1,2,3... " That is the geometric one I am looking for.

AND NOT

" p^n-1(1-p)^n " by the way that may not be right, you must mean "p(1-p)^n-1 n = 1,2,3..." take a look at the beginning of this:

http://en.wikipedia.org/wiki/Geometric_distribution

And its actually ironic how that website you gave me is the EXACT course I am doing right now.. that's my prof! :)

But back to the work... i still cannot figure out how to get the sum of that sequence.
 
We did this by finding the moment generating function and then differentiating at t=0.
 
playboy said:
If you have a geometric random variable with probability mass function:
P(X=n) = p(1-p)^n n = 0,1,2,3...
Find the Mean and the Variance.
----------------------------
Okay, I've looked everywhere and tried everything, however, i just cannot get it.
i think that your supposed to find the sum of this sequence to find the mean. I tried everything. I just tried the integral test. Anybody got any ideas?

I'm pretty sure the sum of the infinite series there is 1. You factor out the p and then 1-p=q, so you have p*SUMq^n (0<=q<=1) which is (from calculus) p*1/(1-q) and 1-q =p...which is p/p=1. That's the proof that the sum of all of the possible outcomes is 1.
 

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