Three-dimensional Gaussian product inequality with positive integer order moments

Bara Kim, Jeongsim Kim, Jerim Kim

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

The three-dimensional Gaussian product inequality conjecture states that for all positive real numbers p1, p2, and p3, and for all R3-valued centered Gaussian random vectors (X1,X2,X3) with Var(Xi)>0, i=1,2,3, the inequality E[|X1|p1|X2|p2|X3|p3]≥E[|X1|p1]E[|X2|p2]E[|X3|p3] holds with equality if and only if X1,X2 and X3 are independent. Recently, Herry, Malicet, and Poly (2024) showed that this conjecture is true when p1, p2, and p3 are even positive integers. We extend this result to any positive integers p1, p2, and p3.

Original languageEnglish
Article number128804
JournalJournal of Mathematical Analysis and Applications
Volume542
Issue number2
DOIs
StatePublished - 15 Feb 2025

Keywords

  • Covariance matrix
  • Gaussian moment product conjecture
  • Gaussian random vector
  • Moments

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