Characteristic Function Integrand Evaluation

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Homework Help Overview

The discussion revolves around evaluating the characteristic function of the function \( f(x) = ae^{-ax} \). Participants are attempting to compute the integral \( E(e^{itx}) = \int_0^\infty e^{itx} ae^{-ax} dx \) and are exploring the conditions under which this integral converges.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the evaluation of the integral and question the indeterminate form encountered when plugging in limits. There is an exploration of the need for limits in evaluating the integral and the implications of the parameter \( it - a \) on convergence.

Discussion Status

Some participants have provided guidance on the evaluation process, emphasizing the importance of limits and assumptions regarding the parameters involved. Multiple interpretations of the integral's behavior are being explored, particularly concerning the convergence criteria.

Contextual Notes

There is an assumption that \( a > 0 \) for the integral to converge, which has not been explicitly stated in the original problem. Participants are also considering the implications of the condition \( it - a < 0 \) on the behavior of the integrand.

CivilSigma
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Homework Statement


[/B]
I am trying to determien the characteristic function of the function:

$$ f(x)= ae^{-ax}$$

$$\therefore E(e^{itx}) =\int_0^\infty e^{itx}ae^{-ax} dx = a \cdot \frac{e}{it-a} |_0 ^ \infty $$

But I am not sure how to evaluate the integral.

Wolfram alpha suggests this, but I am not sure how to get there.

https://www.wolframalpha.com/input/?i=integral+from+0+to+infitiy+of+e^(itx)*ae^(-ax)dx

The Attempt at a Solution


[/B]
If you just plug in the limits you get (∞ - ...) which is indeterminate.
 
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CivilSigma said:

Homework Statement


[/B]
I am trying to determien the characteristic function of the function:

$$ f(x)= ae^{-ax}$$

$$\therefore E(e^{itx}) =\int_0^\infty e^{itx}ae^{-ax} dx = a \cdot \frac{e}{it-a} |_0 ^ \infty $$

But I am not sure how to evaluate the integral.

Wolfram alpha suggests this, but I am not sure how to get there.

https://www.wolframalpha.com/input/?i=integral+from+0+to+infitiy+of+e^(itx)*ae^(-ax)dx

The Attempt at a Solution


[/B]
If you just plug in the limits you get (∞ - ...) which is indeterminate.

You have already evaluated the integral; it is not at all indeterminate. If ##F(t) = \int f(t) \, dt## is the indefinite integral, then ##\int_0^\infty f(t) \, dt = \lim_{t \to \infty} F(t) - F(0).## Remember: you were supposed to have ##a > 0,## but you did not actually say that when you wrote the question.​
 
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CivilSigma said:
I am trying to determien the characteristic function of the function:
$$ f(x)= ae^{-ax}$$

$$\therefore E(e^{itx}) =\int_0^\infty e^{itx}ae^{-ax} dx = a \cdot \frac{e}{it-a} |_0 ^ \infty $$
The integral is not hard to evaluate if you write it as ##a\int_0^\infty e^{(it -a)x}~dx = \frac a{it - a}e^{(it - a)x}|_0^\infty##. I should add that that last expression should really be ##\lim_{b \to \infty} \frac a{it - a}e^{(it - a)x}|_0^b##. Before going any further, there need to be some assumptions on the value of the expression ##it - a##. You also, can't just "plug in" ##\infty## -- you need to work with a limit as shown above to evaluate the antiderivative.
 
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Makes sense. I assumed that it - a < 0 otherwise the integrand diverges to infintiy.
 

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