Charles M. Beach, James G. MacKinnon, Maximum Likelihood Estimation of Singular Equation Systems with Autoregressive Disturbances, International Economic Review, Vol. 20, No. 2 (Jun., 1979), pp. 459-464
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Beach et al. (1979) studied this question.