How does integrating this work?

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Homework Help Overview

The discussion revolves around the Gaussian distribution represented by the equation p(x) = Ae^(-λ(x-a)²). Participants are exploring the integration of this function and its implications for finding constants A and a, as well as calculating expected values and standard deviation.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the substitution of variables in the integral and question the implications of changing the variable from x to u. There is uncertainty about whether the differential dx should be replaced by du and how this affects the integration limits.
  • Some participants suggest factoring out constants from the integral and express the need for specific values, such as λ, to facilitate solving the integral.
  • Others propose alternative integrals to consider, indicating a willingness to explore different approaches to the problem.

Discussion Status

The discussion is active, with participants providing guidance on variable substitution and integration techniques. There is a recognition of the need for further clarification on certain assumptions, such as the value of λ, and the exploration of different integrals suggests a productive direction.

Contextual Notes

Participants express confusion regarding the integration process and the constants involved, particularly A and a. There is mention of needing specific values to proceed with the integration, indicating potential constraints in the problem setup.

vorcil
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question:

Consider the gaussian distribution:

[tex]p(x) = Ae^(-\lambda (x-a)^2)[/tex]

(a) use the equation, [tex]1={\int_{-\infty}^{\infty}} p(x)dx[/tex]

(b) find <x>, <x^2> and [tex]\sigma[/tex]

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

a) if i take (x-a) to be u,

[tex]1=\int_{-\infty}^\infty Ae^(-\lambda(x-a)^2)dx[/tex]
=
[tex]\int_{-\infty}^\infty Ae^(-\lambda(u)^2)dx[/tex] (not sure if this is right, when i substitute in u, is dx, supposed to be replaced by du?

why? because of the integration limits? idk understand why please explain,

- after i get told why that occurs,

i need help integrating this
[tex]{\int_{-\infty}^{\infty}} Ae^(-\lambda(u)^2)du[/tex]
 
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vorcil said:
question:

Consider the gaussian distribution:

[tex]p(x) = Ae^(-\lambda (x-a)^2)[/tex]

(a) use the equation, [tex]1={\int_{-\infty}^{\infty}} p(x)dx[/tex]

(b) find <x>, <x^2> and [tex]\sigma[/tex]

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

a) if i take (x-a) to be u,

[tex]1=\int_{-\infty}^\infty Ae^(-\lambda(x-a)^2)dx[/tex]
=
[tex]\int_{-\infty}^\infty Ae^(-\lambda(u)^2)dx[/tex] (not sure if this is right, when i substitute in u, is dx, supposed to be replaced by du?

why? because of the integration limits? idk understand why please explain,

- after i get told why that occurs,

i need help integrating this
[tex]{\int_{-\infty}^{\infty}} Ae^(-\lambda(u)^2)du[/tex]

Assuming that a is a constant...

Well, start with your replacement...

[tex]u=x-a[/tex]

then differentiate it with respect to x.

[tex]\frac{du}{dx}=1[/tex]

And multiply both sides by dx (you can do this).

[tex]du=dx[/tex]

So du=dx!
 
my first question is how to solve for A and a

I've been given that i need to figure out A first, before a

helllp
 
vorcil said:
my first question is how to solve for A and a

I've been given that i need to figure out A first, before a

helllp

Are you given a value for lambda? That would really help if you were trying to solve the integral...

However, first thing I'd do, assuming A is constant, is factor it out of the integral. After all, the resulting integral is solvable, and would be even more solvable if we had a value lambda (and I hope it's a square number too).
 
By the way, with LaTex, put everything you want grouped together, such as an exponent, in { }.

[ tex ]e^{-\lambda (x- a)^2} [ tex ]
gives
[tex]e^{-\lamda (x- a)^2}[/tex]
 
vorcil said:
question:i need help integrating this
[tex]{\int_{-\infty}^{\infty}} Ae^{-\lambda(u)^2}du[/tex]

Don't worry about integrating that one.

Instead, try integrating
[tex]{\int_{-\infty}^{\infty}} (u+a)Ae^{-\lambda(u)^2}du[/tex]
and
[tex]{\int_{-\infty}^{\infty}} (u+a)^{2}Ae^{-\lambda(u)^2}du[/tex]
If you integrate by parts (and you may need to do this more than once, to get rid of the "u+a" coefficients), you'll get (some expression)*(the integral you can't do, which is equal to 1)
 

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