System Of Equations, Generalized Linear Model, Linear Regression, Covariance Matrix, Kronecker Product.
the simplified Ω matrix looks like this (for simplicity, imagine its divided by 5 ): The Ω matrix for the 3-equation SUR model after assuming that errors are not correlated across time points or across individuals (Image by Author) The second assumption we’ll make is one of heteroskedasticity of