System Of Equations, Generalized Linear Model, Linear Regression, Covariance Matrix, Kronecker Product.
efficiently estimate the two regression models individually using a technique such as OLS. In general, even though the above set of M equations appear at first glance to be unrelated, they may be, in reality, intimately related to each other, and therefore they need to solved as a single system.