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Estimation equations for multivariate linear models with Kronecker structured covariance matrices

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ABSTRACT The aim of the paper is to determine maximum-likelihood estimation equations. Observations follow a multivariate normal distribution, , where , and describe the unknown covariance structure between rows and… Click to show full abstract

ABSTRACT The aim of the paper is to determine maximum-likelihood estimation equations. Observations follow a multivariate normal distribution, , where , and describe the unknown covariance structure between rows and columns of , respectively. Imposing restrictions on and four types of covariance structures will be considered.

Keywords: equations multivariate; multivariate linear; models kronecker; estimation equations; linear models; covariance

Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2017

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