More on the Kronecker Structured Covariance Matrix
2012 (English)In: Communications in Statistics - Theory and Methods, ISSN 0361-0926, E-ISSN 1532-415X, Vol. 41, no 13-14, 2512-2523 p.Article in journal (Refereed) Published
In this paper, the multivariate normal distribution with a Kronecker product structured covariance matrix is studied. Particularly focused is the estimation of a Kronecker structured covariance matrix of order three, the so called double separable covariance matrix. The suggested estimation generalizes the procedure proposed by Srivastava et al. (2008) for a separable covariance matrix. The restrictions imposed by separability and double separability are also discussed.
Place, publisher, year, edition, pages
Taylor & Francis, 2012. Vol. 41, no 13-14, 2512-2523 p.
Kronecker product structure, Separable covariance, Double separable covariance, Maximum likelihood estimators
IdentifiersURN: urn:nbn:se:liu:diva-67576DOI: 10.1080/03610926.2011.615971ISI: 000305208600019OAI: oai:DiVA.org:liu-67576DiVA: diva2:411400