How to Calculate Probability Density Functions for Exact Numbers

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Homework Help Overview

The discussion revolves around calculating probability density functions (PDFs) for continuous random variables, specifically addressing the probability of exact values and the concept of expected value.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the nature of probabilities for continuous random variables, questioning why the probability of an exact value is zero. They discuss integration techniques and the challenges faced in solving related integrals.

Discussion Status

Some participants have provided hints and clarifications regarding the nature of continuous PDFs and integration methods. There is ongoing exploration of different approaches to the problem, particularly regarding part (iii) of the question, with no explicit consensus reached.

Contextual Notes

Participants express uncertainty about specific integration techniques and the implications of continuous probability distributions. The original poster indicates a lack of familiarity with the material, which may affect the discussion's progress.

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Homework Statement


http://img204.imageshack.us/img204/2097/34629164kd2.jpg

The Attempt at a Solution


I know how to compute something like Pr(x<0.25) for example, but I'm unsure how to do it for an exact number like in question (ii). I attempted to integrate and then sub x=1/4 where neccisary, but to no avail!

Part (iii) I really have no idea!

Would be grateful is someone could explain these to me. Thanks! :cool:
 
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ii) Is a trick question in a sense. Hint: the P(X=1/4) is the same for all continuous random variables with a continuous pdf.

iii) What is the definition of expected value?
 
Ok, so P(x=1/4)=0 for all condinuous random variables with a continuous pdf, how come?

Re part (iii) straight swap (cos(pi*x)) for X into this equation?
http://img233.imageshack.us/img233/5191/92698641bo2.jpg
If I do that, i get a nasty integral of cos(pi*x)*sin(pi*x)dx

Pardon my silly questions, I'm rusty as hell..
 
Last edited by a moderator:
For any continuous function f, what is

\lim_{\epsilon\to 0}\int_{a-\epsilon}^{a+\epsilon}f(x)dxRe part (iii). This is a simple integral. If the factor of pi is throwing you off, think of this as

\int \cos(ax)\sin(ax)dx

and then set a=\pi after integrating.
 
Ah ha, got you for part (ii), it's not just 1/4 then, it's any number correct!?

re (iii), I'm still bloody lost. tried integration by parts, but the integration part just returns the same integral so it's like going around in a circle (if you know what i mean). I can't think of any other way to solve it :confused:
 
Try a simple u-substitution.
 
Let u= sin(\pix).
 
Ah gotcha!
 

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