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This book provides a robust statistical procedures for evaluating and measuring the relative efficiency of multiple decision making units. The robust approach is based on the generalized maximum entropy for finding superior decision making unit (DMU) by solving only one nonlinear programming system. A real data application on research performance of faculty members at Yarmouk University is presented.