How does integrating this work?

In summary: Ae^{-\lambda(u)^2}.So, in summary, the gaussian distribution is a function that takes in an x value and outputs a p(x) value. The equation for the gaussian distribution is 1={\int_{-\infty}^{\infty}} p(x)dx. The p(x) value is equal to Ae^(-\lambda (x-a)^2). The equation for the gaussian distribution can be solved for <x>, <x^2> and \sigma. The p(x) value is also equal to Ae^(-\lambda (u)^2). If you're given a value for lambda, that would really help
  • #1
vorcil
398
0
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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  • #2
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!
 
  • #3
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
 
  • #4
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).
 
  • #5
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]
 
  • #6
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)
 

FAQ: How does integrating this work?

How does integrating this work?

Integrating refers to the process of combining different parts or components to create a cohesive whole. In a scientific context, this could mean incorporating new findings or techniques into existing research or experiments. The process of integration can vary depending on the specific field of study and the goals of the researcher.

What are the benefits of integrating work?

Integrating work can lead to a more comprehensive understanding of a topic or phenomenon. By combining different perspectives and approaches, researchers can gain new insights and potentially make groundbreaking discoveries. Integration also allows for a more efficient use of resources and can lead to more impactful and relevant results.

How do you determine which work to integrate?

The decision to integrate work is typically based on the relevance and quality of the existing research or methods. Scientists may also consider the potential impact and implications of integrating certain work into their own research. Collaboration and communication with other experts in the field can also help inform this decision.

What challenges are associated with integrating work?

Integrating work can be a complex and time-consuming process. It may require significant effort to reconcile conflicting findings or methods, and there may be limitations in terms of resources or access to certain data or materials. Additionally, integrating work from different fields or disciplines can present challenges in terms of communication and understanding.

How can we ensure effective integration of work?

To ensure effective integration of work, clear communication and collaboration among researchers is crucial. This includes clearly defining the goals and objectives of the integration, as well as establishing a shared understanding of the methods and results. It is also important to critically evaluate and analyze the integrated work to ensure its validity and reliability.

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