Find the value of $a$ if $$\int_0^\infty \frac{2x}{a}e^{\Large\frac{-x^2}{a}}\ dx=1 $$ I tried to use integration by parts but I didn't get a good response.
2026-04-03 02:36:53.1775183813
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Find the value of $a$ if $\int_0^\infty \frac{2x}{a}e^{\Large\frac{-x^2}{a}}\ dx=1 $
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Let $Y$ be a Half-normal random variable (http://en.wikipedia.org/wiki/Half-normal_distribution). The expected value of the Half-normal distribution is given by
$E[Y]=\int_{0}^{\infty}\frac{y}{\sigma}\sqrt{\frac{2}{\pi}}exp(-\frac{y}{2\sigma^{2}})dy=\sigma\sqrt{\frac{2}{\pi}}$. This implies that
$\int_{0}^{\infty} y~exp(-\frac{y}{2\sigma^{2}})dy=\sigma^{2}$.
Since it is given that $\int_{0}^{\infty}2 \frac{y}{\sigma^{2}}exp(-\frac{y}{2\sigma^{2}})dy=1,$ using the above result we note that $\sigma^{2}=\frac{1}{2}$
Hint :
Let $u=\dfrac{x^2}{a}\;\Rightarrow\;du=\dfrac{2x}{a}\ dx$, then the integral turns out to be $$ \int_0^\infty e^{-u}\ du=1. $$