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Estimation of high-dimensional seemingly unrelated regression models

Estimation of high-dimensional seemingly unrelated regression models

In this article, we investigate seemingly unrelated regression (SUR) models that allow the number of equations (N) to be large and comparable to the number of the observations in each equation (T). It is well known that conventional SUR estimators, for example, the feasible generalized least squares estimator from Zellner …