Jeffrey H. Silber, Paul R. Rosenbaum, Richard N. Ross, Comparing the Contributions of Groups of Predictors: Which Outcomes Vary With Hospital Rather Than Patient Characteristics, Journal of the American Statistical Association, Vol. 90, No. 429 (Mar., 1995), pp. 7-18
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Silber et al. (1995) studied this question.