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  • 标题:Bilinear regression model with Kronecker and linear structures for the covariance matrix
  • 本地全文:下载
  • 作者:Joseph Nzabanita ; Dietrich von Rosen ; Martin Singull
  • 期刊名称:Afrika Statistika
  • 印刷版ISSN:2316-090X
  • 出版年度:2015
  • 卷号:10
  • 期号:2
  • 页码:827-837
  • 语种:English
  • 出版社:African journals online
  • 摘要:In this paper, the bilinear regression model based on normally distributed random matrix is studied. For these models, the dispersion matrix has the so called Kronecker product structure and they can be used for example to model data with spatio-temporal relationships. The aim is to estimate the parameters of the model when, in addition, one covariance matrix is assumed to be linearly structured. On the basis of n independent observations from a matrix normal distribution, estimating equations in a flip-flop relation are established and the consistency of estimators is studied.
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