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Model Name = DEA-Solver Pro5.0/ BCC(BCC-O) Returns to Scale = Variable (Sum of Lambda = 1)Workbook Name = C:\Documents and Settings\FRANCISCO\Mis documentos\Análisis Envolvente de Datos DEA Trabajo de Grado Maestría\Trabajo de grado-Maestría Chediak-Calidad de agua potable-BCC-O.xlsxNo. DMU Score V(0) V(1) Insumo 1 V(2) Insumo 2 U(1) Producto 1U(2) Producto 21 ALPUJARRA 1 -4,415324779 0,361021652 0 1,21E-02 02 ALVARADO 0,887473642 0,766307987 2,31E-02 0 1,15E-02 03 AMBALEMA 0,981334067 -5,456939045 0,330755518 8,46E-04 1,03E-02 1,05E-044 ANZOATEGUI 0,679140684 1,001380356 3,02E-02 0 1,51E-02 05 ATACO 0,716009006 -5,223456142 0,427098993 0 1,43E-02 06 CAJAMARCA 0,629690804 -6,25846939 0,511727465 0 1,71E-02 1,17E-057 CARMEN DE APICALA 0,893049274 0,895270792 8,37E-03 4,79E-05 1,13E-02 1,63E-058 CHAPARRAL 0,98273556 0,682922168 2,06E-02 0 0,010266753 09 COELLO 0,735707434 1,200110817 1,01E-02 0 1,39E-02 010 COYAIMA 0,65577934 -5,830560283 0,476739223 0 1,60E-02 1,09E-0511 CUNDAY 0,754373468 -5,803560198 0,461854348 2,54E-05 1,43E-02 1,57E-0512 DOLORES 1 0 2,18E-02 6,92E-04 1,51E-02 013 ESPINAL 0,93267438 0,715955546 0,021589698 0 1,08E-02 014 FALAN 0,943667348 0,935969425 7,90E-03 0 1,09E-02 015 FLANDES 0,992386351 -2,622396384 0,187630806 1,99E-04 6,05E-03 4,85E-0516 FRESNO 0,999861638 -13,83816177 0,823174994 1,13E-03 2,58E-03 2,62E-0417 GUAMO 1 0,661097414 1,99E-02 0 9,94E-03 018 GUAYABAL-ARMERO 1 0 2,34E-02 3,92E-04 1,02E-02 3,13E-0519 HERVEO 0,873277123 0,363005332 0 4,96E-04 1,19E-02 2,61E-0520 HONDA 0,946948582 0,710728833 2,14E-02 0 1,07E-02 021 IBAGUE 1 0 0,062015504 0 9,85E-03 022 ICONONZO 0,656412419 1,031821049 0,031114648 0 1,55E-02 023 LERIDA 0,858603849 0,92528756 0,008647159 4,95E-05 0,011633858 1,68E-0524 LIBANO 0,917913133 0,725035811 0,021863514 0 1,09E-02 025 MARIQUITA 1 0 5,11E-02 8,17E-05 9,40E-03 2,32E-0526 MELGAR 0,922401649 0,724592304 2,19E-02 0 0,010893203 027 MURILLO 0,92553491 1,06454919 0 0 1,11E-02 028 NATAGAIMA 0,572059445 1,170493719 3,53E-02 0 1,76E-02 029 ORTEGA 0,864566305 0,78286576 2,36E-02 0 1,18E-02 030 PALOCABILDO0,541083394 1,628316632 1,37E-02 0 1,89E-02 031 PIEDRAS 0,777816933 -5,206422662 0,42570624 0 1,42E-02 032 PLANADAS 0,55577597 1,223655172 3,69E-02 0 1,84E-02 033 PRADO 0,612535106 1,438374849 1,21E-02 0 1,67E-02 034 PURIFICACION0,886026484 0,754916235 2,28E-02 0 1,13E-02 035 RIOBLANCO 0,922746773 -4,513219013 0,369026032 0 0,012352167 036 RONCESVALLES 0,695001739 -6,304963697 0,501756646 2,76E-05 1,55E-02 1,70E-0537 ROVIRA 0,679542519 -5,647689085 0,461786651 0 1,55E-02 1,06E-0538 SALDAÑA 0,795662553 -4,952979889 0,404983341 0 0,013555743 039 SAN ANTONIO0,913346807 1,075883066 0 0 1,12E-02 040 SAN LUIS 0,925309894 0,952172992 8,03E-03 0 0,011056138 041 SANTA ISABEL1 -4,976120777 0,396005717 2,18E-05 0,012236365 1,34E-0542 SUAREZ 1 0 6,45E-02 0 1,03E-02 043 VALLE DE SAN 0,670909045 JUAN 1,466112492 0 1,29E-05 0,015271839 044 VENADILLO 0,810787737 0,966104155 9,03E-03 5,17E-05 1,21E-02 1,75E-0545 VILLA HERMOSA 0,771669279 1,181735003 0 6,28E-05 1,31E-02 1,75E-0546 VILLA RICA 0,499542312 1,83729405 0 9,76E-05 2,04E-02 2,71E-05
Model Name = DEA-Solver Pro5.0/ BCC(BCC-O) Returns to Scale = Variable (Sum of Lambda = 1)Workbook Name = C:\Documents and Settings\FRANCISCO\Mis documentos\Análisis Envolvente de Datos DEA Trabajo de Grado Maestría\Trabajo de grado-Maestría Chediak-Calidad de agua potable-BCC-O.xlsxNo. DMU 1/ScoreI/O Data Projection Difference %1 ALPUJARRA 1Insumo 1 15 15 0 0,00%Insumo 2 2384,558651 2384,333381 -0,225270242 -0,01%Producto 1 82,304 82,304 0 0,00%Producto 2 654 654 0 0,00%2 ALVARADO 1,126794028Insumo 1 15,6 15,6 0 0,00%Insumo 2 2105,133406 1731,622867 -373,5105387 -17,74%Producto 1 86,474 97,43838677 10,96438677 12,68%Producto 2 655 738,0500883 83,05008832 12,68%3 AMBALEMA 1,019020978Insumo 1 15,5 15,5 0 0,00%Insumo 2 1595,243554 1595,243554 0 0,00%Producto 1 79,33 80,83893416 1,508934155 1,90%Producto 2 1710 1742,525872 32,52587175 1,90%4 ANZOATEGUI 1,472448969Insumo 1 15,6 15,6 0 0,00%Insumo 2 2472,455015 1730,567899 -741,8871165 -30,01%Producto 1 66,176 97,44078298 31,26478298 47,24%Producto 2 498 733,2795867 235,2795867 47,24%5 ATACO 1,396630478Insumo 1 15,5 15,5 0 0,00%Insumo 2 3687,155758 1839,176509 -1847,979249 -50,12%Producto 1 69,30375 96,7917295 27,4879795 39,66%Producto 2 942 1315,62591 373,6259104 39,66%6 CAJAMARCA 1,588080996Insumo 1 15,33333333 15,33333333 0 0,00%Insumo 2 3337,142164 2541,192484 -795,9496796 -23,85%Producto 1 56,94166667 90,42797872 33,48631206 58,81%Producto 2 2100 3334,970092 1234,970092 58,81%7 CARMEN DE APICALA 1,119759042Insumo 1 15,75 15,75 0 0,00%Insumo 2 1933,861001 1933,861001 0 0,00%Producto 1 85,3575 95,57983245 10,22233245 11,98%Producto 2 2410 2698,619292 288,6192919 11,98%8 CHAPARRAL 1,017567737Insumo 1 16,25 16,25 0 0,00%Insumo 2 3276,555766 3208,932557 -67,62320834 -2,06%Producto 1 94,17 95,82435377 1,654353769 1,76%Producto 2 6434 6547,030818 113,0308182 1,76%9 COELLO 1,35923596Insumo 1 15,71428571 15,71428571 0 0,00%Insumo 2 3094,971275 1821,377213 -1273,594062 -41,15%Producto 1 71,76142857 97,54071429 25,77928572 35,92%Producto 2 481 990,7142853 509,7142853 105,97%10 COYAIMA 1,52490318Insumo 1 15,42857143 15,42857143 0 0,00%Insumo 2 2585,363569 1981,247267 -604,1163019 -23,37%Producto 1 61,99285714 94,53310497 32,54024783 52,49%Producto 2 982 1497,454922 515,4549224 52,49%11 CUNDAY 1,325603354Insumo 1 15,33333333 15,33333333 0 0,00%Insumo 2 1863,742397 1863,742397 0 0,00%Producto 1 69,23333333 91,77593888 22,54260555 32,56%Producto 2 763 1011,435359 248,4353591 32,56%
Page 1 and 2: Model Name = DEA-Solver Pro5.0/ BCC
Page 3: Model Name = DEA-Solver Pro5.0/ BCC
Page 7 and 8: 24 LIBANO 1,089427707Insumo 1 16,66
Page 9 and 10: MunicipioDMUPALOCABILDONATAGAIMACAJ
Page 13 and 14: Workbook Name = C:\Documents and Se
Page 15 and 16: 1 ALPUJARRA ALPUJARRA 1 1,00002 ALV
Page 17 and 18: Unit name Actual (I) Insumo 1 Actua
Page 19 and 20: 1 ALPUJARRA 21 42 IBAGUE 0,0033 SUA
Page 21 and 22: Model Name = DEA-Solver Pro5.0/ CCR
Page 23 and 24: Model Name = DEA-Solver Pro5.0/ CCR
Page 25 and 26: Producto 1 84,07 98,609068 14,53906
Page 27 and 28: MunicipioDMUPALOCABILDOPLANADASCAJA
Page 31 and 32: le-CCR-O.xlsx
Page 35 and 36: Model name = BCC-IWokbook name = C:
Page 37 and 38: Model Name = BCC-IWorkbook Name = C
Page 39 and 40: Model Name = BCC-IWorkbook Name = C
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
Page 49 and 50: er 1.xlsx
Page 51 and 52: 50040030020010000 5000 10000 15000
Page 55 and 56:
Model Name = DEA-Solver Pro5.0/ BCC
Page 57 and 58:
Page 59 and 60:
Producto 1 1072224 4817996,591 3745
Page 61 and 62:
MunicipioDMUVILLA RICAVENADILLOSUAR
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Page 65 and 66:
DEA model = DEA-Solver LV3.0/ BCC(B
Page 67 and 68:
30020010000 5000 10000 15000 20000
Page 69 and 70:
1 ALPUJARRA 19 0,96200160 22 0,0379
Page 71 and 72:
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
Page 105 and 106:
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
Page 111 and 112:
No. DMU Score VX(1) X1j VX(2) X2j1
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Model Name = DEA-Solver Pro5.0/ CCR
Page 115 and 116:
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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
Page 127 and 128:
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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da < Infinity)
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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
Page 172 and 173:
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
Page 180 and 181:
a PAI-BCC-O (Sin Insumo 1).xlsx
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Page 184 and 185:
39 VALLE DE SAN 2,172527473JUANX2j
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MunicipioDMUVILLA HERMOSAVALLE DE S
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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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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
Page 214 and 215:
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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of Lambda = 1)is Envolvente de Dato
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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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Municipio (I) X1j (I) X2j (O) Y1jAL
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Unit name Score RTS Actual (I) X1j
Page 246 and 247:
Slacks (I) X1j Slacks (I) X2j Slack
Page 248 and 249:
No. Municipio ETG ETP ETG>ETG EE Ra
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Excess Excess ShortageNo. DMU Score
Page 252 and 253:
Sum of Lambda < Infinity)
Page 254 and 255:
um of Lambda < Infinity)
Page 256 and 257:
Y1j 4286 6665,051656 2379,051656 55
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of Lambda < Infinity)
Page 260 and 261:
MunicipioDMUVENADILLOSUAREZSAN ANTO
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Page 264 and 265:
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