No. Municipio ETG ETP ETG>ETG EE Rank9 CHAPARRAL 1,0000000 1,0000000 0,0000000 1,0000000 128 PALOCABILDO 1,0000000 1,0000000 0,0000000 1,0000000 135 ROVIRA 1,0000000 1,0000000 0,0000000 1,0000000 121 IBAGUE 0,9501118 1,0000000 0,0498882 0,9501118 140 VALLE DE SAN JUAN 0,8190310 1,0000000 0,1809690 0,8190310 129 PIEDRAS 0,6531873 1,0000000 0,3468127 0,6531873 125 MURILLO 0,6328968 1,0000000 0,3671032 0,6328968 119 HERVEO 0,7714061 0,9779638 0,2065577 0,7887879 812 DOLORES 0,7720731 0,9621258 0,1900527 0,8024658 91 ALPUJARRA 0,6458271 0,9530541 0,3072270 0,6776395 104 ANZOATEGUI 0,8261785 0,9374084 0,1112299 0,8813432 1110 COELLO 0,8155756 0,9071508 0,0915752 0,8990518 1232 PURIFICACION 0,8749019 0,8907197 0,0158177 0,9822416 135 ATACO 0,8651437 0,8774093 0,0122656 0,9860207 148 CASABIANCA 0,7057361 0,8555619 0,1498258 0,8248803 1538 SANTA ISABEL 0,7199124 0,8503058 0,1303934 0,8466511 1631 PRADO 0,7663274 0,8373463 0,0710189 0,9151858 1713 ESPINAL 0,7748993 0,8336185 0,0587192 0,9295611 187 CARMEN DE APICALA 0,7202793 0,8254482 0,1051689 0,8725917 1933 RIOBLANCO 0,7643004 0,8018428 0,0375425 0,9531798 2027 ORTEGA 0,7308647 0,7930452 0,0621805 0,9215927 2139 SUAREZ 0,6091102 0,7919373 0,1828271 0,7691395 2230 PLANADAS 0,7518041 0,7858987 0,0340945 0,9566171 232 ALVARADO 0,6582879 0,7845949 0,1263070 0,8390163 243 AMBALEMA 0,6893880 0,7824715 0,0930835 0,8810391 2516 FRESNO 0,7495087 0,7666591 0,0171504 0,9776297 2614 FALAN 0,6430558 0,7555126 0,1124568 0,8511517 276 CAJAMARCA 0,7122479 0,7297622 0,0175143 0,9760000 2817 GUAMO 0,6953259 0,7293022 0,0339763 0,9534126 2941 VENADILLO 0,6820495 0,7248620 0,0428124 0,9409371 3023 LIBANO 0,6970598 0,7059896 0,0089298 0,9873514 3122 LERIDA 0,6575581 0,7014112 0,0438531 0,9374788 3226 NATAGAIMA 0,6764611 0,6876731 0,0112120 0,9836958 3324 MELGAR 0,6643507 0,6855390 0,0211883 0,9690925 3418 GUAYABAL-ARMERO 0,6479428 0,6848253 0,0368824 0,9461433 3537 SAN ANTONIO 0,6511287 0,6757017 0,0245731 0,9636333 3620 HONDA 0,6513162 0,6649141 0,0135980 0,9795493 3715 FLANDES 0,6305033 0,6497745 0,0192712 0,9703417 3811 CUNDAY 0,6043664 0,6456660 0,0412996 0,9360356 3942 VILLA HERMOSA 0,6021129 0,6308333 0,0287205 0,9544722 4034 RONCESVALLES 0,5512981 0,6130345 0,0617364 0,8992938 4136 SALDAÑA 0,5378703 0,5530506 0,0151803 0,9725517 42Municipios EficientesMunicipios Eficientes (%)PromedioDesviación EstándarValor MínimoValor MáximoMunicipios IneficientesMunicipios Ineficientes (%)3 7 37,14 16,67 7,140,73 0,81 0,900,11 0,13 0,090,5378703 0,5530506 0,63289681,00 1,00 1,0039 35 3992,86 83,33 92,86
1 ALPUJARRA 9 0,2049699 0,2049699 IRS2 ALVARADO 9 0,2333226 0,2333226 IRS3 AMBALEMA 9 0,2917010 0,2917010 IRS4 ANZOATEGUI 9 0,0031432 35 0,4756102 0,4787535 IRS5 ATACO 28 0,9502766 35 0,7013321 1,6516086 DRS6 CAJAMARCA 9 0,5623803 35 0,2075497 0,7699300 IRS7 CARMEN DE APICALA 9 0,3159344 0,3159344 IRS8 CASABIANCA 9 0,2186056 0,2186056 IRS9 CHAPARRAL 9 1,0000000 1,0000000 CRS10 COELLO 9 0,3267437 0,3267437 IRS11 CUNDAY 9 0,4789844 0,4789844 IRS12 DOLORES 9 0,1548446 35 0,1771421 0,3319867 IRS13 ESPINAL 9 0,4326697 35 1,5670437 1,9997134 DRS14 FALAN 9 0,3041319 0,3041319 IRS15 FLANDES 9 0,6229067 0,6229067 IRS16 FRESNO 28 0,1423476 35 1,1645306 1,3068782 DRS17 GUAMO 9 0,2250613 35 1,2481185 1,4731798 DRS18 GUAYABAL-ARMERO 9 0,4763492 0,4763492 IRS19 HERVEO 9 0,1066843 35 0,2213686 0,3280528 IRS20 HONDA 9 0,7054986 0,7054986 IRS21 IBAGUE 28 15,6421758 35 2,3722613 18,0144371 DRS22 LERIDA 9 0,3300669 35 0,2585675 0,5886344 IRS23 LIBANO 9 0,5221412 35 0,5889718 1,1111131 DRS24 MELGAR 9 0,7622915 35 0,5783483 1,3406397 DRS25 MURILLO 9 0,2031733 0,2031733 IRS26 NATAGAIMA 9 0,6461478 35 0,5080261 1,1541739 DRS27 ORTEGA 9 0,1405535 35 1,9396076 2,0801611 DRS28 PALOCABILDO 28 1,0000000 1,0000000 CRS29 PIEDRAS 9 0,2016123 0,2016123 IRS30 PLANADAS 9 0,5430773 35 0,9459735 1,4890508 DRS31 PRADO 9 0,3661412 0,3661412 IRS32 PURIFICACION 9 0,8356079 35 0,3461916 1,1817996 DRS33 RIOBLANCO 28 0,3090460 35 1,4431144 1,7521604 DRS34 RONCESVALLES 9 0,3272719 0,3272719 IRS35 ROVIRA 35 1,0000000 1,0000000 CRS36 SALDAÑA 9 0,6792831 0,6792831 IRS37 SAN ANTONIO 9 0,5739521 0,5739521 IRS38 SANTA ISABEL 9 0,2421264 0,2421264 IRS39 SUAREZ 9 0,2429459 0,2429459 IRS40 VALLE DE SAN JUAN 9 0,2130473 0,2130473 IRS41 VENADILLO 9 0,4533985 0,4533985 IRS42 VILLA HERMOSA 9 0,0600701 35 0,6326521 0,6927222 IRS
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24 LIBANO 1,089427707Insumo 1 16,66
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MunicipioDMUPALOCABILDONATAGAIMACAJ
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1 ALPUJARRA ALPUJARRA 1 1,00002 ALV
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1 ALPUJARRA 21 42 IBAGUE 0,0033 SUA
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Producto 1 84,07 98,609068 14,53906
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MunicipioDMUPALOCABILDOPLANADASCAJA
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le-CCR-O.xlsx
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Insumo 2 1 1 0 0,00%Producto 1 4892
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Producto 2 2340 14245,65253 11905,6
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MunicipioDMUVILLA RICAVENADILLOSUAR
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In Rank orderRankDMU Score1 VILLA R
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50040030020010000 5000 10000 15000
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Producto 1 1072224 4817996,591 3745
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MunicipioDMUVILLA RICAVENADILLOSUAR
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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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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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X2j 1183,163503 1027,670062 -155,49
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da < Infinity)
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DMUjDMUVILLA RICAVENADILLOSUAREZSAN
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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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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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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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a < Infinity)e Datos DEA Trabajo de
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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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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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a PAI-BCC-O (Sin Insumo 1).xlsx
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39 VALLE DE SAN 2,172527473JUANX2j
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MunicipioDMUVILLA HERMOSAVALLE DE S
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DEA model = DEA-Solver LV3.0/ BCC(B
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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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