A Distribution-Free Approach to Stochastic Efficiency Measurement with Inclusion of Expert Knowledge

Table 12

Deterministic efficiency results for all four simulations with an aggregate of 30 DMUs; 15 from the control group and another 15 virtual units calculated according to CCP and DEA, respectively.

	Simulation 1			Simulation 2			Simulation 3			Simulation 4
	DEA	CCP	DCF	DEA	CCP	DCF	DEA	CCP	DCF	DEA	CCP	DCF
DMU1	1	1	1	1	1	1	1	1	1	1	1	1
DMU2	1	1	1	0.986	0.946	0.942	0.962	0.962	0.962	1	0.937	1
DMU3	1	1	1	0.96	0.96	0.96	1	1	1	1	0.981	1
DMU4	1	1	1	1	1	1	1	1	1	0.989	0.977	0.989
DMU5	1	1	1	1	1	1	1	1	1	0.945	0.94	0.945
DMU6	1	1	1	1	1	1	0.991	0.987	0.988	0.888	0.888	0.888
DMU7	1	1	1	1	1	1	0.965	0.965	0.965	0.901	0.885	0.885
DMU8	1	0.965	0.963	1	1	1	0.971	0.933	0.943	0.914	0.872	0.872
DMU9	0.991	0.937	0.935	1	1	1	0.968	0.917	0.931	0.918	0.863	0.863
DMU10	0.978	0.906	0.903	1	1	1	0.962	0.901	0.919	0.926	0.87	0.871
DMU11	0.966	0.882	0.878	1	1	1	0.954	0.893	0.913	0.932	0.876	0.877
DMU12	0.985	0.931	0.929	1	1	1	0.934	0.903	0.911	0.939	0.906	0.914
DMU13	0.996	0.966	0.965	1	1	1	0.914	0.909	0.912	0.949	0.932	0.939
DMU14	1	0.991	0.991	1	1	1	0.973	0.957	0.973	0.967	0.967	0.967
DMU15	1	1	1	1	1	1	1	1	1	1	1	1
V.DMU1	0.889	0.885	0.884	0.921	0.921	0.921	0.898	0.999	0.898	0.841	0.84	0.84
V.DMU2	0.86	0.86	0.86	1	1	1	1	0.987	0.993	0.938	1	0.938
V.DMU3	0.864	0.872	0.873	1	1	1	1	1	1	0.931	0.92	0.941
V.DMU4	0.929	0.944	0.948	0.976	0.972	0.974	1	0.971	0.986	0.982	0.979	0.984
V.DMU5	0.926	0.943	0.946	0.934	0.943	0.945	1	1	1	1	1	1
V.DMU6	0.915	0.927	0.928	0.955	0.966	0.968	1	0.998	1	0.999	0.963	0.964
V.DMU7	0.959	0.947	0.946	0.926	0.926	0.927	1	1	1	1	1	1
V.DMU8	0.977	0.954	0.951	1	1	1	1	1	1	1	0.929	0.93
V.DMU9	1	0.99	0.987	0.956	0.946	0.946	0.989	0.989	0.989	1	0.898	0.899
V.DMU10	0.959	0.938	0.936	0.933	0.959	0.958	1	1	1	0.989	0.958	0.959
V.DMU11	1	1	1	0.939	0.94	0.94	0.938	0.954	0.952	1	1	1
V.DMU12	0.977	0.953	0.952	0.933	0.932	0.932	0.972	0.989	0.988	0.996	0.976	0.987
V.DMU13	0.971	0.975	0.975	0.903	0.899	0.899	0.998	1	1	0.992	1	0.995
V.DMU14	0.986	0.98	0.979	0.872	0.924	0.924	0.99	1	1	1	1	1
V.DMU15	1	1	1	1	1	1	1	1	1	1	1	1