Problems with Gaussian distribution

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SUMMARY

The discussion centers on solving the Gaussian distribution equation p(x)=Ae^-(a(x-b)^2) by determining the constant A through integration. The user struggled with identifying the correct value of alpha for integration, specifically when attempting to transform the equation into a standard Gaussian form. A solution was provided, suggesting a change of variables to u=x-b, which simplifies the integration process. This method effectively resolves the issue of having x terms in the alpha variable.

PREREQUISITES
  • Understanding of Gaussian distribution and its properties
  • Familiarity with integration techniques in calculus
  • Knowledge of variable substitution in integrals
  • Ability to manipulate exponential functions
NEXT STEPS
  • Study the derivation of the Gaussian distribution and its applications
  • Learn about variable substitution methods in calculus
  • Explore the properties of the normal distribution and its significance in statistics
  • Practice solving integrals involving exponential functions
USEFUL FOR

Students in mathematics or statistics, educators teaching Gaussian distributions, and anyone involved in data analysis or probability theory will benefit from this discussion.

cooper607
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Homework Statement



consider this Gaussian distribution
p(x)=Ae^-(a(x-b)^2)

Homework Equations



use integration p(x)dx=1 to find out the value of A

The Attempt at a Solution



hi, i know about the gaussian distribution formula integration e^-alpha*x^2 = sqrt(pi/alpha)

now for this integration i just could not figure out what the alpha should be. as if i want to get the moderate Gaussian form i ended up with e^-x^2(a-2ba/x+b^2*a/x^2)

as i could not get rid of x in my alpha term , can i still integrate it with the gaussian formula?
if not , then how can i fix my alpha here containing no x terms?
regards
 
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cooper607 said:

Homework Statement



consider this Gaussian distribution
p(x)=Ae^-(a(x-b)^2)

Homework Equations



use integration p(x)dx=1 to find out the value of A

The Attempt at a Solution



hi, i know about the gaussian distribution formula integration e^-alpha*x^2 = sqrt(pi/alpha)

now for this integration i just could not figure out what the alpha should be. as if i want to get the moderate Gaussian form i ended up with e^-x^2(a-2ba/x+b^2*a/x^2)

as i could not get rid of x in my alpha term , can i still integrate it with the gaussian formula?
if not , then how can i fix my alpha here containing no x terms?
regards

Do a change of variables, u=x-b. du=dx. Now integrate du instead of dx.
 
wow! that helps.. thanks a lot
 

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