<strong>Model</strong> <strong>Name</strong> = <strong>DEA</strong>-<strong>Solver</strong> <strong>Pro5.0</strong>/ <strong>BCC</strong>(<strong>BCC</strong>-O) Returns to Scale = Variable (Sum of Lambda = 1)<strong>Workbook</strong> <strong>Name</strong> = C:\Documents and Settings\FRANCISCO\Mis documentos\Análisis Envolvente de Datos <strong>DEA</strong> Trabajo de Grado Maestría\Trabajo de grado-Maestría Chediak-Calidad de agua potable-<strong>BCC</strong>-O.xlsxNo. DMU Score Rank 1/Score Reference set (lambda)1 ALPUJARRA 1,0000000 1 1,0000000 ALPUJARRA 12 ALVARADO 0,8874736 23 1,1267940 GUAMO 6,65E-02 IBAGUE 4,11E-04 SUAREZ 0,933093663 AMBALEMA 0,9813341 12 1,0190210 DOLORES 0,135008365 MARIQUITA 0,181953844 SANTA ISABEL 0,678894733 SUAREZ 4,13E-034 ANZOATEGUI 0,6791407 37 1,4724490 GUAMO 6,65E-02 IBAGUE 3,60E-04 SUAREZ 0,9331234485 ATACO 0,7160090 34 1,3966305 ALPUJARRA 1,11E-02 IBAGUE 9,14E-03 SUAREZ 0,9797374176 CAJAMARCA 0,6296908 41 1,5880810 ALPUJARRA 0,370027066 IBAGUE 2,96E-02 SUAREZ 0,6003599497 CARMEN DE APICALA 0,8930493 22 1,1197590 GUAMO 0,021549104 IBAGUE 1,05E-02 MARIQUITA 0,197037645 SUAREZ 0,770909928 CHAPARRAL 0,9827356 11 1,0175677 GUAMO 0,481303005 IBAGUE 0,044872788 SUAREZ 0,4738242079 COELLO 0,7357074 33 1,3592360 GUAMO 0,142857143 SUAREZ 0,85714285710 COYAIMA 0,6557793 40 1,5249032 ALPUJARRA 0,155964695 IBAGUE 1,07E-02 SUAREZ 0,83329126411 CUNDAY 0,7543735 32 1,3256034 ALPUJARRA 0,149008809 IBAGUE 5,28E-03 SANTA ISABEL 0,190613144 SUAREZ 0,65508915112 DOLORES 1,0000000 1 1,0000000 DOLORES 113 ESPINAL 0,9326744 15 1,0721856 GUAMO 0,622892659 IBAGUE 0,105057617 SUAREZ 0,27204972314 FALAN 0,9436673 14 1,0596955 GUAMO 0,111111111 SUAREZ 0,88888888915 FLANDES 0,9923864 10 1,0076721 IBAGUE 5,66E-02 MARIQUITA 0,648121276 SANTA ISABEL 9,56E-02 SUAREZ 0,1997365916 FRESNO 0,9998616 9 1,0001384 FRESNO 117 GUAMO 1,0000000 1 1,0000000 GUAMO 118 GUAYABAL-ARMERO 1,0000000 1 1,0000000 GUAYABAL-ARMERO 119 HERVEO 0,8732771 25 1,1451119 DOLORES 7,15E-02 GUAYABAL-ARMERO 0,146804777 SUAREZ 0,78172773520 HONDA 0,9469486 13 1,0560235 GUAMO 0,381441762 IBAGUE 6,23E-02 SUAREZ 0,5562406921 IBAGUE 1,0000000 1 1,0000000 IBAGUE 122 ICONONZO 0,6564124 39 1,5234325 GUAMO 0,19963718 IBAGUE 8,71E-04 SUAREZ 0,79949205323 LERIDA 0,8586038 27 1,1646815 GUAMO 0,059771598 IBAGUE 6,48E-03 MARIQUITA 0,61253718 SUAREZ 0,32120679524 LIBANO 0,9179131 20 1,0894277 GUAMO 0,759793175 IBAGUE 0,043163046 SUAREZ 0,19704377925 MARIQUITA 1,0000000 1 1,0000000 MARIQUITA 126 MELGAR 0,9224016 19 1,0841264 GUAMO 0,615231947 IBAGUE 0,050716055 SUAREZ 0,33405199827 MURILLO 0,9255349 16 1,0804563 GUAMO 4,64E-02 SUAREZ 0,95362685128 NATAGAIMA 0,5720594 43 1,7480701 GUAMO 0,567475624 IBAGUE 1,99E-02 SUAREZ 0,41264769229 ORTEGA 0,8645663 26 1,1566493 GUAMO 0,218779508 IBAGUE 8,26E-03 SUAREZ 0,77295797930 PALOCABILDO 0,5410834 45 1,8481439 GUAMO 0,333333333 SUAREZ 0,66666666731 PIEDRAS 0,7778169 30 1,2856496 ALPUJARRA 0,505790174 IBAGUE 4,88E-03 SUAREZ 0,48931968632 PLANADAS 0,5557760 44 1,7992861 GUAMO 5,60E-02 IBAGUE 0,025637946 SUAREZ 0,91837786533 PRADO 0,6125351 42 1,6325595 GUAMO 0,333333333 SUAREZ 0,66666666734 PURIFICACION 0,8860265 24 1,1286344 GUAMO 0,605899367 IBAGUE 1,25E-02 SUAREZ 0,38159244835 RIOBLANCO 0,9227468 18 1,0837209 ALPUJARRA 0,671530416 IBAGUE 4,14E-03 SUAREZ 0,32432058536 RONCESVALLES0,6950017 35 1,4388453 ALPUJARRA 0,191466158 IBAGUE 1,62E-03 SANTA ISABEL 0,14358744 SUAREZ 0,66331219137 ROVIRA 0,6795425 36 1,4715783 ALPUJARRA 0,206322468 IBAGUE 0,031972641 SUAREZ 0,76169489138 SALDAÑA 0,7956626 29 1,2568142 ALPUJARRA 0,357123775 IBAGUE 1,93E-02 SUAREZ 0,62358587139 SAN ANTONIO 0,9133468 21 1,0948744 GUAMO 0,284989927 SUAREZ 0,71501007340 SAN LUIS 0,9253099 17 1,0807190 GUAMO 0,333333333 SUAREZ 0,66666666741 SANTA ISABEL 1,0000000 1 1,0000000 SANTA ISABEL 142 SUAREZ 1,0000000 1 1,0000000 SUAREZ 143 VALLE DE SAN JUAN 0,6709090 38 1,4905150 GUAMO 0,196259394 SUAREZ 0,80374060644 VENADILLO 0,8107877 28 1,2333684 GUAMO 0,456117998 IBAGUE 4,81E-03 MARIQUITA 3,27E-02 SUAREZ 0,50636855345 VILLA HERMOSA0,7716693 31 1,2958919 GUAMO 0,128677961 MARIQUITA 6,34E-02 SUAREZ 0,80793251546 VILLA RICA 0,4995423 46 2,0018324 GUAMO 2,97E-02 MARIQUITA 4,24E-02 SUAREZ 0,927949022
<strong>Workbook</strong> <strong>Name</strong> = C:\Documents and Settings\FRANCISCO\Mis documentos\Análisis Envolvente de Datos <strong>DEA</strong> Trabajo de Grado Maestría\Trabajo de grado-Maestría Chediak-Calidad de agua potable-<strong>BCC</strong>-O.xlsxData File = C:\Documents and Settings\FRANCISCO\Mis documentos\Análisis Envolvente de Datos <strong>DEA</strong> Trabajo de Grado Maestría\Trabajo de grado-Maestría Chediak-Calidad de agua potable-<strong>BCC</strong>-O.xlsxDatos<strong>DEA</strong> model = <strong>DEA</strong>-<strong>Solver</strong> LV3.0/ <strong>BCC</strong>(<strong>BCC</strong>-O)Problem = MunicipioNo. of DMUs = 46No. of Input items = 2Input(1) = Insumo 1Input(2) = Insumo 2No. of Output items = 2Output(1) = Producto 1Output(2) = Producto 2Returns to Scale = Variable (Sum of Lambda = 1)Statistics on Input/Output DataInsumo 1 Insumo 2 Producto 1 Producto 2Max 17 24654,87346 98,475 95457Min 15 922,559944 48,52 405Average 15,89703244 4053,901615 76,05611095 4486,456522SD 0,499950389 4815,297857 13,65712978 13813,7822CorrelationInsumo 1 Insumo 2 Producto 1 Producto 2Insumo 1 1 0,161747774 0,352485721 0,164055485Insumo 2 0,161747774 1 -0,030036115 0,618518419Producto 1 0,352485721 -0,030036115 1 -0,194482311Producto 2 0,164055485 0,618518419 -0,194482311 1DMUs with inappropriate Data with respect to the chosen <strong>Model</strong>No.DMUNoneNo. of DMUs 46Average 0,834333847SD 0,150345503Maximum 1Minimum 0,499542312Frequency in Reference SetReference Frequency to other DMUsALPUJARRA 9DOLORES 2FRESNO 0GUAMO 25GUAYABAL-ARMERO 1IBAGUE 25MARIQUITA 7SANTA ISABEL 4SUAREZ 37No. of DMUs in Data = 46No. of DMUs with inappropriate Data = 0No. of evaluated DMUs = 46Average of scores = 0,834333847No. of efficient DMUs = 8No. of inefficient DMUs = 38No. of over iteration DMUs = 0[<strong>BCC</strong>-O] LP started at 07-17-2008 12:09:52 and completed at 07-17-2008 12:09:53Elapsed time = 0 secondsTotal number of simplex iterations = 354
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- Page 7 and 8: 24 LIBANO 1,089427707Insumo 1 16,66
- Page 9 and 10: MunicipioDMUPALOCABILDONATAGAIMACAJ
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- Page 15 and 16: 1 ALPUJARRA ALPUJARRA 1 1,00002 ALV
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- Page 19 and 20: 1 ALPUJARRA 21 42 IBAGUE 0,0033 SUA
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- Page 25 and 26: Producto 1 84,07 98,609068 14,53906
- Page 27 and 28: MunicipioDMUPALOCABILDOPLANADASCAJA
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- Page 41 and 42: Insumo 2 1 1 0 0,00%Producto 1 4892
- Page 43 and 44: Producto 2 2340 14245,65253 11905,6
- Page 45 and 46: MunicipioDMUVILLA RICAVENADILLOSUAR
- Page 47 and 48: In Rank orderRankDMU Score1 VILLA R
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- Page 59 and 60: Producto 1 1072224 4817996,591 3745
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Model Name = DEA-Solver Pro5.0/ BCC
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DEA model = DEA-Solver LV3.0/ BCC(B
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30020010000 5000 10000 15000 20000
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1 ALPUJARRA 19 0,96200160 22 0,0379
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Unit name Actual (I) Insumo 1 Actua
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No. Municipio1 ALPUJARRA IBAGUE 22
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No. DMU Score VX(1) Insumo 1 VX(2)
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No. DMU ScoreI/O Data Projection Di
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Producto 1 48927268 48927268 0 0,00
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Producto 1 528748 528748 0 0,00%Pro
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MunicipioDMUVILLA RICAVENADILLOSUAR
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No. DMU Score Rank Reference set (l
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Municipio (I) Insumo 1 (I) Insumo 2
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Model Name = DEA-Solver Pro5.0/ BCC
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No. DMU Score VX(0) VX(1) X1j VX(2)
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No. DMU 1/ScoreI/O Data Projection
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X2j 650,2299429 650,2299429 0 0,00%
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DMUjDMUCOYAIMAORTEGASAN LUISPLANADA
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Rank DMU Score1 RONCESVALLES11 IBAG
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IBAGUE 7,39E-03IBAGUE 2,63E-02IBAGU
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is Envolvente de Datos DEA Trabajo
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DMU j (I) X 1j (I) X 2j (O) Y 1jALP
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Municipio Insumo 1 Insumo 2 Product
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No. Municipio CCR (ETG) BCC (ETP) E
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No. DMU Score VX(1) X1j VX(2) X2j1
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Model Name = DEA-Solver Pro5.0/ CCR
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Model Name = DEA-Solver Pro5.0/ CCR
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X2j 1183,163503 1027,670062 -155,49
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da < Infinity)
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DMUjDMUVILLA RICAVENADILLOSUAREZSAN
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Model Name = DEA-Solver Pro5.0/ CCR
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DEA model = DEA-Solver LV3.0/ CCR(C
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No. DMU j λj1 ALPUJARRA 22 0,02318
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is Envolvente de Datos DEA Trabajo
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Excess Excess Excess ShortageNo. DM
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Model Name = DEA-Solver Pro5.0/ BCC
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12 CUNDAY 1,566806218Insumo 1 116 1
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Insumo 3 10448,67 10448,67 0 0,00%P
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MunicipioDMUICONONZOALVARADOSAN LUI
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Model Name = DEA-Solver Pro5.0/ BCC
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IBAGUE 0,009713199 PLANADAS 5,96E-0
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Total number of simplex iterations
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j MunicipioConjunto de Municipios d
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Municipio I 1 P (%) I 2 P (%) I 3 P
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No. Municipio CCR (ETG) BCC (ETP) E
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da < Infinity)
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a < Infinity)e Datos DEA Trabajo de
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Model Name = DEA-Solver Pro5.0/ CCR
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Model Name = DEA-Solver Pro5.0/ CCR
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Producto 3206 5164,863192 1958,8631
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Insumo 2 498,36 311,0021068 -187,35
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MunicipioDMUCUNDAYICONONZOALVARADOC
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Model Name = DEA-Solver Pro5.0/ CCR
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Sum of Lambda < Infinity)rence set
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Municipio (I) Insumo 1 (I) Insumo 2
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No. DMU j λj j λj j λj ∑λ1 AL
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Total014142
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Workbook Name = C:\Documents and Se
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a PAI-BCC-O (Sin Insumo 1).xlsx
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Model Name = DEA-Solver Pro5.0/ BCC
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39 VALLE DE SAN 2,172527473JUANX2j
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MunicipioDMUVILLA HERMOSAVALLE DE S
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Model Name = DEA-Solver Pro5.0/ BCC
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DEA model = DEA-Solver LV3.0/ BCC(B
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Model Name = DEA-Solver Pro5.0/ BCC
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No. DMU Score VX(0) VX(1) X1j VX(2)
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U(1) Y1j1,11E-024,88E-038,26E-034,6
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X1j 4,129 4,129 0 0,00%X2j 350 350
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MunicipioDMUPIEDRASRONCESVALLESCUND
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Model Name = DEA-Solver Pro5.0/ BCC
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DEA model = DEA-Solver LV3.0/ BCC(B
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1 ALPUJARRA CARMEN DE APICALA 7 0,9
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Percent (O) Y1jDiff (I) X1j Diff (I
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Municipio I 1 MP (%) I 2 MP (%) P 1
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1 ALPUJARRA VILLA RICA 42 2,4000000
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No. DMU Score VX(1) X1j VX(2) X2j U
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No. DMU 1/ScoreI/O Data Projection
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30 PLANADAS 4,468581688X1j 34,014 3
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MunicipioDMUVILLA HERMOSAVALLE DE S
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Model Name = DEA-Solver Pro5.0/ CCR
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DEA model = DEA-Solver LV3.0/ CCR(C
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Model Name = DEA-Solver Pro5.0/ BCC
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of Lambda = 1)is Envolvente de Dato
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Model Name = DEA-Solver Pro5.0/ BCC
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Model Name = DEA-Solver Pro5.0/ BCC
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Y1j 4286 5672,969924 1386,969924 32
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Lambda = 1)
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MunicipioDMUVENADILLOSUAREZSAN ANTO
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Model Name = DEA-Solver Pro5.0/ BCC
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Municipio (I) X1j (I) X2j (O) Y1jAL
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Unit name Score RTS Actual (I) X1j
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Slacks (I) X1j Slacks (I) X2j Slack
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No. Municipio ETG ETP ETG>ETG EE Ra
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Excess Excess ShortageNo. DMU Score
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Sum of Lambda < Infinity)
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um of Lambda < Infinity)
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Y1j 4286 6665,051656 2379,051656 55
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of Lambda < Infinity)
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MunicipioDMUVENADILLOSUAREZSAN ANTO
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Model Name = DEA-Solver Pro5.0/ CCR
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DEA model = DEA-Solver LV3.0/ CCR(C