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The parameter estimation of the multivariate matrix regression models

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In this paper, we consider the parameter matrix estimation problem of the multivariate matrix regression models. We approximate the parameter matrix $B$ and the covariance matrix by using the method… Click to show full abstract

In this paper, we consider the parameter matrix estimation problem of the multivariate matrix regression models. We approximate the parameter matrix $B$ and the covariance matrix by using the method of the maximum likelihood estimation, together with the Kronecker product of matrices, vectorization of matrices and matrix derivatives.

Keywords: estimation; matrix regression; regression models; matrix; multivariate matrix

Journal Title: Statistics, Optimization and Information Computing
Year Published: 2018

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