System Of Equations, Generalized Linear Model, Linear Regression, Covariance Matrix, Kronecker Product.
assuming that errors are not corrleated across time points or across individuals, AND, the regression errors for any individual equation (or pair of equations) are homoskedastic (Image by Author) Notice that in-spite of these two assumptions, the errors of the SUR model aren’t necessarily