Dergiler / Hacettepe Journal of Mathematics and Statistics / 2026 / Volume: 43 Issue: 4

Some conditional and unconditional expectation identities for the multivariate normal with non-zero mean

Christopher S. Withers(APPLIED MATHEMATICS GROUP, INDUSTRIAL RESEARCH LIMITED)
Saralees Nadarajah(School of Mathematics, University of Manchester)
Sayfa
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Yayın Tarihi
2014-08-01
DOI
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⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

This extended Hermite polynomial is associated with a matrix which is the difference between two covariance matrices, in other words, with any symmetric matrix. 

📌 3 Maddede Bu Makale

🎯
Amaç & Hipotez:We give formulas for the conditional and unconditional expectations of products of multivariate Hermite and modified Hermite polynomials, each with a multivariate normal argument.
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Temel Bulgular & Veri:A unified approach is given that covers both of these polynomials, each associated with a covariance matrix.
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Sonuç & Katkı:This extended Hermite polynomial is associated with a matrix which is the difference between two covariance matrices, in other words, with any symmetric matrix. 
🔬Tür:Research Article
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:Conditional expectation · Multivariate Hermite polynomial · Multivariate normal

Abstract

We give formulas for the conditional and unconditional expectations of products of multivariate Hermite and modified Hermite polynomials, each with a multivariate normal argument. A unified approach is given that covers both of these polynomials, each associated with a covariance matrix. This extended Hermite polynomial is associated with a matrix which is the difference between two covariance matrices, in other words, with any symmetric matrix. 

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Bu Makaleye Atıf Yap

Withers, C. S., Nadarajah, S. (2014). Some conditional and unconditional expectation identities for the multivariate normal with non-zero mean. Hacettepe Journal of Mathematics and Statistics, Volume: 43 Issue: 4. https://ajindex.com/articles/1403384

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