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

Table 6

DEA and CCP efficiency evaluation for simulation 4.

	DEA; 𝜃	∑^𝑞𝑅=1𝜆𝑟,𝑅	CCP (U); 𝜃^𝑈CCP	CCP (L); 𝜃^𝐿CCP	Average; 𝜃CCP	CCP; 𝜃CCP	∑^𝑞𝑅=1𝜆^𝑈𝑟,𝑅	∑^𝑞𝑅=1𝜆^𝐿𝑟,𝑅	∑^𝑞𝑅=1𝜆𝑟,𝑅
DMU1	1	1.036	0.797	1.613	1.205	1	1.182 (7)	1.383 (3)	1.283
DMU2	1	1	0.726	1.294	1.01	0.863	1.954 (6)	0.911 (3)	1.432
DMU3	1	1.255	0.773	1.207	0.99	0.99	0 (0)	0.715 (4)	0.358
DMU4	0.899	0	0.667	1.129	0.898	0.898	0	0.939	0.469
DMU5	0.747	0	0.462	0.99	0.726	0.726	0	0	0
DMU6	0.6	0	0.428	0.815	0.622	0.622	0	0	0
DMU7	1	5.52	0.712	1.367	1.039	1	7.079 (13)	3.819 (10)	5.449
DMU8	0.754	0	0.57	0.981	0.775	0.775	0	0	0
DMU9	0.774	0	0.601	1.013	0.807	0.807	0	0.018	0.009
DMU10	0.818	0	0.696	0.929	0.812	0.812	0	0	0
DMU11	1	2.009	0.797	1.781	1.289	0.899	0 (0)	2.338 (9)	1.169
DMU12	0.969	0	0.829	1.079	0.954	0.954	0	0.518	0.259
DMU13	1	1.87	0.935	1.098	1.017	0.968	1.455 (3)	0.506 (3)	0.981
DMU14	1	1.31	0.912	3.899	2.406	1	1.303 (5)	2.734 (7)	2.018
DMU15	1	1	0.922	2.743	1.832	1	2.028 (3)	1.119 (2)	1.573