ATH 101: Integration by Parts - Exponential Distribution

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Homework Help Overview

The discussion revolves around solving a definite integral related to the exponential distribution, specifically the integral of the form \(\int^{\infty}_{0} \frac{1}{\lambda} x e^{-\frac{x}{\lambda}} dx\). The original poster expresses uncertainty about the solution, which is stated to be \(\lambda\), and seeks clarification on the steps involved in reaching that conclusion.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts integration by parts and expresses confusion regarding the evaluation of the integral, particularly the application of the fundamental theorem of calculus. They question where their reasoning may have gone wrong.

Discussion Status

Some participants provide feedback on the original poster's approach, suggesting a reconsideration of the application of the chain rule in the integration process. There is an indication that the original poster is beginning to understand the issue, but no explicit consensus on the correctness of the solution has been reached.

Contextual Notes

The original poster mentions that they are unsure if the solution of \(\lambda\) is indeed correct, indicating a potential misunderstanding of the integral evaluation process. There is also a reference to using substitution, which suggests that different methods of integration are being considered.

michonamona
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Integration by parts - Exponential distribution

Homework Statement


Solve the following definite integral:

[tex]\int^{\infty}_{0} \frac{1}{\lambda} x e^{-\frac{x}{\lambda}} dx[/tex]

I'm asked to solve this integral. The solution is [tex]\lambda[/tex], although I'm not sure how this was done.



Homework Equations





The Attempt at a Solution


[tex]\int^{\infty}_{0} \frac{1}{\lambda} x e^{-\frac{x}{\lambda}} dx[/tex]

[tex]= \frac{1}{\lambda} \int^{\infty}_{0} x e^{-\frac{x}{\lambda}} dx[/tex]

[tex]=\frac{1}{\lambda} \left( \left[ x e^{-\frac{x}{\lambda}} \right] ^{\infty}_{0} - \int^{\infty}_{0} e^{-\frac{x}{\lambda}} dx \right)[/tex], integration by parts.

The [tex]\left[ x e^{-\frac{x}{\lambda}} \right] ^{\infty}_{0}[/tex] term, by fundamental theorem of calculus is 0. Thus,

[tex]= - \int^{\infty}_{0} e^{-\frac{x}{\lambda}} dx \right)[/tex],

I don't know what to do at this point, because as far as I know, taking the definite integral of this term will result in [tex]e^{-\frac{x}{\lambda}}[/tex] , which, solving for 0 and infinity will yield -1.

Where have I gone wrong?

I appreciate your input.

M
 
Last edited:
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Close. You forgot the chain rule. The derivative of e^-u is -e^-u. (or antiderivative.)
 
Thanks whitish,

I was in the middle of editing the formula after your post. Do you mind looking at what I have posted again?

Thanks
 
nevermind. I see what's happening now, and I'm getting the same answer as you are. with your last integral you can just use U substitution. are you sure just lambda is the right answer?
 
Last edited:

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