Title
Nonnegative definite and Re-nonnegative definite solutions to a system of matrix equations with statistical applications.
Abstract
Necessary and sufficient conditions are given for the existence of a nonnegative definite solution, a Re-nonnegative definite solution, a positive definite solution and a Re-positive definite solution to the system of matrix equations AXA*=CandBXB*=D,respectively. The expressions for these special solutions are given when the consistent conditions are satisfied. Based on the new results, the characterization of the covariance matrix such that a pair of multivariate quadratic forms are distributed as independent noncentral Wishart random matrices is derived. Many results existing in the literature are extended.
Year
DOI
Venue
2018
10.1016/j.amc.2018.06.045
Applied Mathematics and Computation
Keywords
Field
DocType
Matrix equation,Nonnegative definite solution,Positive definite solution,Rank,Inertia
Applied mathematics,Expression (mathematics),Matrix (mathematics),Quadratic form,Mathematical analysis,Positive-definite matrix,Inertia,Covariance matrix,Wishart distribution,Mathematics,Random matrix
Journal
Volume
ISSN
Citations 
338
0096-3003
0
PageRank 
References 
Authors
0.34
10
2
Name
Order
Citations
PageRank
Guang-Jing Song1457.06
Shao-Wen Yu2163.85