Could you explain what rules are used to compute this integral? $ \int_{-\infty}^{\infty} e^{ \frac{-u^2}{2}} du = \sqrt{2\pi}$
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Pretty sure if you look around the website and internet you can easily find them. Hints are : square it and then use polar coordinates. – user88595 Apr 09 '14 at 09:54
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See Gaussian integral. The article contains several proofs. – Lucian Apr 09 '14 at 10:01
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See http://math.stackexchange.com/questions/9286/proving-int-0-infty-mathrme-x2-dx-dfrac-sqrt-pi2 – Martin Sleziak Apr 09 '14 at 10:01
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$$\begin{align} \int_{\Bbb R^2}e^{-\frac{x^2+y^2}{2}}dydx&=\int_0^\infty\!\!\!\int_0^{2\pi}\rho e^{-\frac{\rho^2}2}d\theta d\rho=\\ &=2\pi\int_0^\infty \rho e^{-\frac{\rho^2}2}d\rho=2\pi \end{align}$$
If we let $I=\int_{\Bbb R}e^{-\frac {x^2}2}dx$, Fubini's theorem and the former computation tell us that $I^2=2\pi$, so $I=\sqrt{2\pi}$.

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