In this paper we consider a multivariate generalized autoregressive conditional heteroskedastic (GARCH) class of models … Harvey (2013). We denote the obtained GARCH model with dynamic conditional eigenvalues (and constant conditional eigenvectors …) as the λ-GARCH model. We provide new results on asymptotic theory for the Gaussian QMLE, and for testing of reduced rank …