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Some conditional expectation identities for the multivariate normal
Authors:Christopher S Withers
Institution:
  • a Applied Mathematics Group, Industrial Research Limited, Lower Hutt, New Zealand
  • b School of Mathematics, University of Manchester, Manchester M13 9PL, UK
  • 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.
    Keywords:Conditional expectation  Multivariate Hermite polynomials  Multivariate normal
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