TY - JOUR
T1 - Three-dimensional Gaussian product inequality with positive integer order moments
AU - Kim, Bara
AU - Kim, Jeongsim
AU - Kim, Jerim
N1 - Publisher Copyright:
© 2024 Elsevier Inc.
PY - 2025/2/15
Y1 - 2025/2/15
N2 - 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.
AB - 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.
KW - Covariance matrix
KW - Gaussian moment product conjecture
KW - Gaussian random vector
KW - Moments
UR - http://www.scopus.com/inward/record.url?scp=85203126485&partnerID=8YFLogxK
U2 - 10.1016/j.jmaa.2024.128804
DO - 10.1016/j.jmaa.2024.128804
M3 - Article
AN - SCOPUS:85203126485
SN - 0022-247X
VL - 542
JO - Journal of Mathematical Analysis and Applications
JF - Journal of Mathematical Analysis and Applications
IS - 2
M1 - 128804
ER -