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Title: Nodes and weights of Gauss–Hermite quadrature Definition: For $n\geq 1$ the Gauss–Hermite quadrature rule with $n$ points is the- unique rule $\int_{-\infty}^{\infty} f(x)\,e^{-x^2}\,dx \approx \sum_{k=1}^{n} w_k- f(x_k)$ that is exact for every polynomial $f$ of degree at most $2n-1$ CITE{Wiki}.+ unique rule $\int_{-\infty}^{\infty} f(x)\,e^{-x^2}\,\mathrm{d}x \approx \sum_{k=1}^{n}+ w_k f(x_k)$ that is exact for every polynomial $f$ of degree at most $2n-1$ CITE{Wiki}. Listed are its nodes $x_1<\cdots<x_n$ and its weights $w_k$. Parameters:
CITE{AS}, the two equal because $H_n'=2nH_{n-1}$. Also $\dfrac{1}{w_k}=\sum_{j=0}^{n-1}\dfrac{H_j(x_k)^2}{2^j\,j!\,\sqrt{\pi}}$, the Christoffel function at the node.- formula-exactness: $\sum_{k=1}^{n} w_k x_k^m=\int_{-\infty}^{\infty}x^m e^{-x^2}\,dx$,+ formula-exactness: $\sum_{k=1}^{n} w_k x_k^m=\int_{-\infty}^{\infty}x^m e^{-x^2}\,\mathrm{d}x$, which is $\Gamma\bigl(\frac{m+1}{2}\bigr)=\sqrt{\pi}\,\dfrac{(m-1)!!}{2^{m/2}}$ for even $m$ and $0$ for odd $m$, for $0\leq m\leq 2n-1$, and not for $m=2n$.
summing to $\sqrt{2\pi}$. formula-normal: For $Y$ normally distributed with mean $\mu$ and variance $\sigma^2$,- $\mathbb{E}\,f(Y)=\dfrac{1}{\sigma\sqrt{2\pi}}\int_{-\infty}^{\infty} f(y)\,e^{-(y-\mu)^2/(2\sigma^2)}\,dy\approx\dfrac{1}{\sqrt{\pi}}+ $\mathbb{E}\,f(Y)=\dfrac{1}{\sigma\sqrt{2\pi}}\int_{-\infty}^{\infty} f(y)\,e^{-(y-\mu)^2/(2\sigma^2)}\,\mathrm{d}y\approx\dfrac{1}{\sqrt{\pi}} \sum_{k=1}^{n}w_k\,f\bigl(\sqrt{2}\,\sigma x_k+\mu\bigr)$ CITE{Wiki}. formula-interlacing: 'The nodes of the rules with $n$ and $n-1$ points interlace:
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