Roderick J. A. Little, Donald B. Rubin, On Jointly Estimating Parameters and Missing Data by Maximizing the Complete-Data Likelihood, The American Statistician, Vol. 37, No. 3 (Aug., 1983), pp. 218-220
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Little et al. (1983) studied this question.
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