R. Dennis Cook, Bing Li, Francesca Chiaromonte, ENVELOPE MODELS FOR PARSIMONIOUS AND EFFICIENT MULTIVARIATE LINEAR REGRESSION, Statistica Sinica, Vol. 20, No. 3 (July 2010), pp. 927-960 ...

This paper describes a novel MIMO state-space identification algorithm that is based on multivariate linear regression rather than the usual subspace techniques such as orthogonal and oblique ...

This study presents a relaxation method for second-order matrix-valued multivariate polynomial inequalities (SMMPI), with a specific application to the stability ...