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Wick-Isserlis Formula


The Wick-Isserlis formula expands a joint moment of a centered multivariate normal distribution into a sum of products of covariances. Let C_(ij)=E[X_iX_j] and let P_2(2m) denote the set partitions of {1,2,...,2m} into pairs. Then

 E[product_(i=1)^(2m)X_i]=sum_(pi in P_2(2m))product_({i,j} in pi)C_(ij).

An odd joint moment is zero. The number of products in an even moment of order 2m is (2m-1)!!, where z!! denotes the double factorial of z. For a multivariate normal distribution with nonzero means, the variables are first centered and the resulting products are expanded. This formula is the pairing identity in Isserlis' theorem.


See also

Covariance, Isserlis' Theorem, Moment, Multivariate Normal Distribution, Set Partition

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References

Isserlis, L. "On a Formula for the Product-Moment Coefficient of Any Order of a Normal Frequency Distribution in Any Number of Variables." Biometrika 12, 134-139, 1918. https://doi.org/10.1093/biomet/12.1-2.134.Janson, S. Gaussian Hilbert Spaces. Cambridge, England: Cambridge University Press, 1997. https://doi.org/10.1017/CBO9780511526169.

Cite this as:

Weisstein, Eric W. "Wick-Isserlis Formula." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/Wick-IsserlisFormula.html

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