Some conditional expectation identities for the multivariate normal |
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Authors: | Christopher S. Withers |
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Affiliation: | a Applied Mathematics Group, Industrial Research Limited, Lower Hutt, New Zealandb School of Mathematics, University of Manchester, Manchester M13 9PL, UK |
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Abstract: | ![]() We give formulas for the conditional expectations of a product of multivariate Hermite polynomials with multivariate normal arguments. These results are extended to include conditional expectations of a product of linear combination of multivariate normals. A unified approach is given that covers both Hermite and modified Hermite polynomials, as well as polynomials associated with a matrix whose eigenvalues may be both positive and negative. |
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Keywords: | Conditional expectation Multivariate Hermite polynomials Multivariate normal |
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