Changing the Gaussian Distribution from cartesian to polar coordinates

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SUMMARY

The discussion focuses on transforming the Gaussian distribution P(x) = Ae^(-Bx^2) from Cartesian to polar coordinates to demonstrate that the constant A equals sqrt(B/Pi). The integral of the probability must equal unity, leading to the equation 1 = A^2 ∫(e^(-B(x^2+y^2)) dx dy). By converting to polar coordinates, the integral simplifies to A^2 ∫(e^(-Br^2) r dr dθ) = πA^2/B, confirming the relationship between A and B.

PREREQUISITES
  • Understanding of Gaussian distribution and its properties
  • Knowledge of integral calculus, specifically double integrals
  • Familiarity with polar coordinates and coordinate transformations
  • Basic proficiency in mathematical notation and manipulation
NEXT STEPS
  • Study the derivation of the Gaussian distribution in polar coordinates
  • Learn about double integrals and their applications in probability theory
  • Explore coordinate transformations in calculus, focusing on polar coordinates
  • Review the properties of integrals involving exponential functions
USEFUL FOR

Students studying calculus, particularly those tackling probability theory and coordinate transformations, as well as educators looking for examples of Gaussian distributions in different coordinate systems.

stepheckert
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Homework Statement


"You are now going to show that, in the Gaussian distribution P(x)=Ae^(-Bx^2) the constant A is equal to sqrt(B/Pi). Do this by insisting that the sum over probabilities must equal unity, Integral(P(x)dx)=1. To make this difficult integral easier, frst square it then combine the integrands and turn the area integral, over x and y into an area integral over polar coordinates.


The Attempt at a Solution


The back of the book has this answer:
1=A^2Integral(e^(-B(x^2+y^2)dxdy)=A^2Integral((e^-Br^2)(r)drdθ)=PiA^2/B.

I understand the first piece but I don't understand how to get from these cartesian to polar coordinates at all, and I'm very confused as to how they got the final answer from the last integral.

Please Help!
Thanks!
 
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You should review changing coordinates, which was covered in your calculus course.
 

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