Estadistica Descriptiva.

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INFORMACIÓN ACCIONARIA DE LA RUEDA DESCRIPCIÓN ACCIÓN NEMOTECNICO BANCOLOMBIA S.A. BCOLOMBIA BANCO DE BOGOTA S.A. BOGOTA BOLSA DE VALORES DE COLOMBIA S.A. BVC CELSIA S.A E.S.P CELSIA CEMENTOS ARGOS S.A. CEMARGOS CEMEX LATAM HOLDING CLH CANACOL ENERGY LTD CNEC COLTEJER S.A. COLTEJER CONSTRUCTORA CONCRETO S.A CONCONCRET CORPORACION FINANCIERA COLOMBIANA S.A. CORFICOLCF ECOPETROL S.A. ECOPETROL EEB ENKA DE COLOMBIA S.A. ENKA ETB ALMACENES EXITO S.A. EXITO FABRICATO S.A. FABRICATO GRUPO ARGOS S.A. GRUPOARGOS GRUPO AVAL ACCIONES Y VALORES S.A. GRUPOAVAL GRUPO INVERSIONES SURAMERICANA GRUPOSURA FONDO BURSATIL ISHARES COLCAP ICOLCAP INTERCONEXION ELECTRICA S.A. E.S.P. ISA ISAGEN S.A. E.S.P. ISAGEN MINEROS S.A. MINEROS GRUPO NUTRESA S.A NUTRESA BANCO DE OCCIDENTE S.A. OCCIDENTE ODINSA GRUPO AVAL ACCIONES Y VALORES S.A. PFAVAL AVIANCA HOLDINGS S.A PFAVH BANCOLOMBIA S.A. PFBCOLOM CARVAJAL EMPAQUES S.A PFCARPAK CEMENTOS ARGOS S.A. PFCEMARGOS CORPORACION FINANCIERA COLOMBIANA S.A. PFCORFICOL BANCO DAVIVIENDA S.A PFDAVVNDA GRUPO ARGOS S.A. PFGRUPOARG GRUPO INVERSIONES SURAMERICANA PFGRUPSURA HELM BANK S.A. PFHELMBANK BANCO COMERCIAL AV VILLAS S.A. PFVILLA053 PETROMINERALES LTD PMGC PACIFIC RUBIALES ENERGY CORP PREC CORPORACION FINANCIERA COLOMBIANA S.A. SDCORFIC PROMIGAS S.A. E.S.P. SDPROMIGAS TABLEMAC S.A. TABLEMAC Total 42 EMPRESA DE ENERGIA DE BOGOTA S.A. E.S.P. EMPRESA DE TELECOMUNICACIONES DE BOGOTA S.A. E.S.P. ORGANIZACION DE INGENIERIA INTERNACIONAL S.A.

Transcript of Estadistica Descriptiva.

AccionesINFORMACIN ACCIONARIA DE LA RUEDAACCIONES PERTENECIENTES IGBCACCIONES PERTENECIENTES COLCAPACCIONES PERTENECIENTES COL20DESCRIPCIN ACCINNEMOTECNICODESCRIPCIN ACCINNEMOTECNICODESCRIPCIN ACCINNEMOTECNICODESCRIPCIN ACCINNEMOTECNICOBANCOLOMBIA S.A.BCOLOMBIABANCOLOMBIA S.A.BCOLOMBIABANCO DE BOGOTA S.A.BOGOTABOLSA DE VALORES DE COLOMBIA S.A.BVCBANCO DE BOGOTA S.A.BOGOTABANCO DE BOGOTA S.A.BOGOTABOLSA DE VALORES DE COLOMBIA S.A.BVCCELSIA S.A E.S.PCELSIABOLSA DE VALORES DE COLOMBIA S.A.BVCBOLSA DE VALORES DE COLOMBIA S.A.BVCCEMENTOS ARGOS S.A.CEMARGOSCEMENTOS ARGOS S.A.CEMARGOSCELSIA S.A E.S.PCELSIACELSIA S.A E.S.PCELSIACEMEX LATAM HOLDINGCLHCEMEX LATAM HOLDINGCLHCEMENTOS ARGOS S.A.CEMARGOSCEMENTOS ARGOS S.A.CEMARGOSCANACOL ENERGY LTDCNECCANACOL ENERGY LTDCNECCEMEX LATAM HOLDINGCLHCEMEX LATAM HOLDINGCLHCORPORACION FINANCIERA COLOMBIANA S.A.CORFICOLCFCORPORACION FINANCIERA COLOMBIANA S.A.CORFICOLCFCANACOL ENERGY LTDCNECCANACOL ENERGY LTDCNECECOPETROL S.A.ECOPETROLECOPETROL S.A.ECOPETROLCOLTEJER S.A.COLTEJERCONSTRUCTORA CONCRETO S.ACONCONCRETEMPRESA DE ENERGIA DE BOGOTA S.A. E.S.P.EEBALMACENES EXITO S.A.EXITOCONSTRUCTORA CONCRETO S.ACONCONCRETCORPORACION FINANCIERA COLOMBIANA S.A.CORFICOLCFALMACENES EXITO S.A.EXITOGRUPO ARGOS S.A.GRUPOARGOSCORPORACION FINANCIERA COLOMBIANA S.A.CORFICOLCFECOPETROL S.A.ECOPETROLGRUPO ARGOS S.A.GRUPOARGOSINTERCONEXION ELECTRICA S.A. E.S.P.ISAECOPETROL S.A.ECOPETROLEMPRESA DE ENERGIA DE BOGOTA S.A. E.S.P.EEBINTERCONEXION ELECTRICA S.A. E.S.P.ISAGRUPO NUTRESA S.ANUTRESAEMPRESA DE ENERGIA DE BOGOTA S.A. E.S.P.EEBCONSTRUCCIONES EL CONDOR S.AELCONDORISAGEN S.A. E.S.P.ISAGENGRUPO AVAL ACCIONES Y VALORES S.A.PFAVALENKA DE COLOMBIA S.A.ENKAENKA DE COLOMBIA S.A.ENKAGRUPO NUTRESA S.ANUTRESAAVIANCA HOLDINGS S.APFAVHEMPRESA DE TELECOMUNICACIONES DE BOGOTA S.A. E.S.P.ETBEMPRESA DE TELECOMUNICACIONES DE BOGOTA S.A. E.S.P.ETBGRUPO AVAL ACCIONES Y VALORES S.A.PFAVALBANCOLOMBIA S.A.PFBCOLOMALMACENES EXITO S.A.EXITOALMACENES EXITO S.A.EXITOAVIANCA HOLDINGS S.APFAVHBANCO DAVIVIENDA S.APFDAVVNDAFABRICATO S.A.FABRICATOFABRICATO S.A.FABRICATOBANCOLOMBIA S.A.PFBCOLOMGRUPO INVERSIONES SURAMERICANAPFGRUPSURAGRUPO ARGOS S.A.GRUPOARGOSGRUPO ARGOS S.A.GRUPOARGOSBANCO DAVIVIENDA S.APFDAVVNDAHELM BANK S.A.PFHELMBANKGRUPO AVAL ACCIONES Y VALORES S.A.GRUPOAVALGRUPO AVAL ACCIONES Y VALORES S.A.GRUPOAVALGRUPO INVERSIONES SURAMERICANAPFGRUPSURAPETROMINERALES LTDPMGCGRUPO INVERSIONES SURAMERICANAGRUPOSURAGRUPO INVERSIONES SURAMERICANAGRUPOSURAPETROMINERALES LTDPMGCPACIFIC RUBIALES ENERGY CORPPRECFONDO BURSATIL ISHARES COLCAPICOLCAPINTERCONEXION ELECTRICA S.A. E.S.P.ISAPACIFIC RUBIALES ENERGY CORPPRECTABLEMAC S.A.TABLEMACINTERCONEXION ELECTRICA S.A. E.S.P.ISAISAGEN S.A. E.S.P.ISAGENISAGEN S.A. E.S.P.ISAGENMINEROS S.A.MINEROSMINEROS S.A.MINEROSGRUPO NUTRESA S.ANUTRESAGRUPO NUTRESA S.ANUTRESABANCO DE OCCIDENTE S.A.OCCIDENTEBANCO DE OCCIDENTE S.A.OCCIDENTEORGANIZACION DE INGENIERIA INTERNACIONAL S.A.ODINSAORGANIZACION DE INGENIERIA INTERNACIONAL S.A.ODINSAACERIAS PAZ DEL RIO S.A.PAZRIOGRUPO AVAL ACCIONES Y VALORES S.A.PFAVALGRUPO AVAL ACCIONES Y VALORES S.A.PFAVALAVIANCA HOLDINGS S.APFAVHAVIANCA HOLDINGS S.APFAVHBANCOLOMBIA S.A.PFBCOLOMBANCOLOMBIA S.A.PFBCOLOMCARVAJAL EMPAQUES S.APFCARPAKCARVAJAL EMPAQUES S.APFCARPAKCEMENTOS ARGOS S.A.PFCEMARGOSCEMENTOS ARGOS S.A.PFCEMARGOSCORPORACION FINANCIERA COLOMBIANA S.A.PFCORFICOLCORPORACION FINANCIERA COLOMBIANA S.A.PFCORFICOLBANCO DAVIVIENDA S.APFDAVVNDABANCO DAVIVIENDA S.APFDAVVNDAGRUPO ARGOS S.A.PFGRUPOARGGRUPO ARGOS S.A.PFGRUPOARGGRUPO INVERSIONES SURAMERICANAPFGRUPSURAGRUPO INVERSIONES SURAMERICANAPFGRUPSURAHELM BANK S.A.PFHELMBANKHELM BANK S.A.PFHELMBANKBANCO COMERCIAL AV VILLAS S.A.PFVILLA053PETROMINERALES LTDPMGCPETROMINERALES LTDPMGCPACIFIC RUBIALES ENERGY CORPPRECPACIFIC RUBIALES ENERGY CORPPRECSOCIEDAD INVERSIONES ENERGIASIECORPORACION FINANCIERA COLOMBIANA S.A.SDCORFICTABLEMAC S.A.TABLEMACPROMIGAS S.A. E.S.P.SDPROMIGASVALOREM S.A.VALOREMTABLEMAC S.A.TABLEMACTotal41Total42

DatosINDICE GENERAL BANCOLOMBIA S.A.BANCO DE BOGOTA S.A.BOLSA DE VALORES DE COLOMBIA S.A.CELSIA S.A E.S.PCEMENTOS ARGOS S.A.CEMEX LATAM HOLDINGCANACOL ENERGY LTDCOLTEJER S.A.CONSTRUCTORA CONCRETO S.ACORPORACION FINANCIERA COLOMBIANA S.A.ECOPETROL S.A.EMPRESA DE ENERGIA DE BOGOTA S.A. E.S.P.ENKA DE COLOMBIA S.A.EMPRESA DE TELECOMUNICACIONES DE BOGOTA S.A. E.S.P.ALMACENES EXITO S.A.FABRICATO S.A.GRUPO ARGOS S.A.GRUPO AVAL ACCIONES Y VALORES S.A.GRUPO INVERSIONES SURAMERICANAFONDO BURSATIL ISHARES COLCAPINTERCONEXION ELECTRICA S.A. E.S.P.ISAGEN S.A. E.S.P.MINEROS S.A.GRUPO NUTRESA S.ABANCO DE OCCIDENTE S.A.ORGANIZACION DE INGENIERIA INTERNACIONAL S.A.GRUPO AVAL ACCIONES Y VALORES S.A.AVIANCA HOLDINGS S.ABANCOLOMBIA S.A.CARVAJAL EMPAQUES S.ACEMENTOS ARGOS S.A.CORPORACION FINANCIERA COLOMBIANA S.A.BANCO DAVIVIENDA S.AGRUPO ARGOS S.A.GRUPO INVERSIONES SURAMERICANAHELM BANK S.A.BANCO COMERCIAL AV VILLAS S.A.PETROMINERALES LTDPACIFIC RUBIALES ENERGY CORPCORPORACION FINANCIERA COLOMBIANA S.A.PROMIGAS S.A. E.S.P.TABLEMAC S.A.FECHAIGBCBCOLOMBIABOGOTABVCCELSIACEMARGOSCLHCNECCOLTEJERCONCONCRETCORFICOLCFECOPETROLEEBENKAETBEXITOFABRICATOGRUPOARGOSGRUPOAVALGRUPOSURAICOLCAPISAISAGENMINEROSNUTRESAOCCIDENTEODINSAPFAVALPFAVHPFBCOLOMPFCARPAKPFCEMARGOSPFCORFICOLPFDAVVNDAPFGRUPOARGPFGRUPSURAPFHELMBANKPFVILLA053PMGCPRECSDCORFICSDPROMIGASTABLEMAC8/23/1214,198.2625,90049,500.00284,760.007,000.00760.005,400.001,170.0034,240.005,350.008/24/1214,162.3525,90049,140.00284,750.007,000.00870.005,400.001,230.0034,220.005,330.008/27/1214,199.6925,74049,700.0027.74,800.007,100.00913.005,400.001,240.0034,240.005,320.008/28/1214,303.2425,98049,980.0027.94,800.007,070.00904.005,400.001,235.0034,160.005,370.008/29/1214,195.6525,80050,000.0027.94,800.007,000.00867.005,400.001,220.0034,180.005,280.008/30/1214,046.8525,40049,980.0028.34,800.007,040.00844.005,400.001,220.0034,220.005,280.008/31/1214,088.5225,80049,960.0028.24,800.007,100.00844.005,400.001,220.0033,000.005,270.009/3/1214,099.0525,70049,800.0028.24,810.007,100.00843.005,400.001,220.0033,780.005,240.009/4/1213,940.6625,54049,500.00284,810.007,090.00805.005,400.001,220.0034,000.005,170.009/5/1213,884.7525,50049,660.0027.84,850.007,090.00811.005,400.001,240.0033,880.005,170.009/6/1214,162.7425,76049,620.0029.14,985.007,270.00837.005,400.001,255.0034,520.005,280.009/7/1214,248.3325,82049,640.0029.15,090.007,400.00838.005,400.001,230.0034,840.005,280.009/10/1214,184.6725,92049,700.0028.95,170.007,260.00817.005,400.001,250.0034,700.005,260.009/11/1214,179.0226,04049,920.00295,160.007,240.00824.005,400.001,250.0034,800.005,240.009/12/1214,155.5226,20050,000.0029.35,170.007,350.00809.005,400.001,260.0035,080.005,180.009/13/1214,335.8326,52050,000.0029.85,100.007,510.00839.005,400.001,260.0035,500.005,260.009/14/1214,495.5726,90050,520.0029.15,200.007,720.00832.005,400.001,300.0035,220.005,300.009/17/1214,186.6026,82050,500.0029.45,200.007,720.00824.004,705.001,290.0034,860.005,250.009/18/1214,259.6926,60050,500.0029.45,060.007,510.00811.004,705.001,285.0035,000.005,220.009/19/1214,347.1926,66050,600.0029.45,200.007,900.00816.004,705.001,265.0034,840.005,280.009/20/1214,307.9926,80050,460.00295,200.007,800.00898.004,705.001,290.0034,940.005,290.009/21/1214,320.1926,56050,500.0029.55,190.007,960.00904.004,705.001,295.0034,960.005,300.009/24/1214,159.3726,60050,940.0029.75,100.007,890.00881.004,705.001,255.0034,960.005,240.009/25/1213,973.2026,48051,040.00305,000.007,830.00840.004,705.001,270.0034,880.005,230.009/26/1213,868.8426,02051,460.0029.55,000.007,850.00813.004,705.001,290.0034,980.005,220.009/27/1214,106.4326,72051,000.0029.84,980.007,750.00831.004,705.001,275.0035,240.005,280.009/28/1214,056.6026,40050,720.0029.54,975.007,820.00876.004,705.001,275.0034,000.005,300.0010/1/1214,101.1726,30050,700.00305,000.007,780.00855.004,705.001,275.0034,900.005,270.0010/2/1214,211.9326,74050,680.00305,000.007,880.00827.004,705.001,275.0034,800.005,340.0010/3/1214,112.7026,36050,700.0031.14,970.008,100.00812.004,705.001,285.0034,800.005,330.0010/4/1214,292.6626,50050,840.0031.14,975.008,150.00830.004,705.001,295.0034,800.005,360.0010/5/1214,354.2126,60051,480.00314,985.008,050.00821.004,705.001,220.0034,500.005,340.0010/8/1214,332.7026,66050,700.0030.84,985.008,100.00839.004,705.001,210.0034,680.005,350.0010/9/1214,228.5426,40050,700.00314,860.008,100.00781.004,705.001,210.0034,000.005,400.0010/10/1214,212.0626,46051,000.00314,800.008,070.00802.004,705.001,225.0034,320.005,410.0010/11/1214,223.8726,72050,760.00314,770.008,100.00775.004,705.001,230.0034,660.005,430.0010/12/1214,273.5026,82051,380.0031.64,940.008,080.00766.004,705.001,255.0035,000.005,460.0010/16/1214,440.9926,74052,000.0032.54,975.008,090.00706.003,500.001,275.0034,900.005,620.0010/17/1214,653.2627,20051,800.0032.85,120.008,300.00693.003,500.001,270.0035,080.005,670.0010/18/1214,833.6627,78052,940.0032.85,170.008,500.00694.003,500.001,295.0035,100.005,720.0010/19/1214,849.3827,50052,900.0032.75,180.008,790.00680.003,500.001,310.0034,960.005,710.0010/22/1214,928.3927,78053,000.0032.95,230.009,270.00666.003,500.001,335.0035,100.005,700.0010/23/1214,884.7227,60053,600.0033.15,190.009,040.00662.003,500.001,320.0034,820.005,690.0010/24/1214,872.1827,54054,500.0032.95,150.009,000.00671.003,500.001,315.0034,880.005,710.0010/25/1215,095.9128,36054,200.0033.35,200.009,340.00682.003,500.001,310.0035,020.005,730.0010/26/1215,142.4828,26054,200.0033.25,250.009,590.00675.003,535.001,310.0034,900.005,790.0010/29/1215,115.1028,32054,000.0033.35,280.009,600.00675.003,535.001,310.0035,240.005,760.0010/30/1214,861.2828,20054,000.0033.25,360.009,430.00675.003,535.001,310.0034,800.005,500.0010/31/1214,781.2428,66054,500.0032.25,450.008,760.00675.003,535.001,320.0034,800.005,450.0011/1/1214,529.1728,10054,800.0031.35,310.008,780.00674.003,535.001,320.0034,000.005,330.0011/2/1214,379.4628,00054,080.0029.55,290.008,870.00661.003,535.001,300.0033,800.005,290.0011/6/1214,329.8727,62053,480.0029.55,200.008,700.00641.003,535.001,300.0033,800.005,220.0011/7/1213,970.2327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RentabilidadesINDICE GENERAL BANCOLOMBIA S.A.BANCO DE BOGOTA S.A.BOLSA DE VALORES DE COLOMBIA S.A.CELSIA S.A E.S.PCEMENTOS ARGOS S.A.CEMEX LATAM HOLDINGCANACOL ENERGY LTDCOLTEJER S.A.CONSTRUCTORA CONCRETO S.ACORPORACION FINANCIERA COLOMBIANA S.A.ECOPETROL S.A.EMPRESA DE ENERGIA DE BOGOTA S.A. E.S.P.ENKA DE COLOMBIA S.A.EMPRESA DE TELECOMUNICACIONES DE BOGOTA S.A. E.S.P.ALMACENES EXITO S.A.FABRICATO S.A.GRUPO ARGOS S.A.GRUPO AVAL ACCIONES Y VALORES S.A.GRUPO INVERSIONES SURAMERICANAFONDO BURSATIL ISHARES COLCAPINTERCONEXION ELECTRICA S.A. E.S.P.ISAGEN S.A. E.S.P.MINEROS S.A.GRUPO NUTRESA S.ABANCO DE OCCIDENTE S.A.ORGANIZACION DE INGENIERIA INTERNACIONAL S.A.GRUPO AVAL ACCIONES Y VALORES S.A.AVIANCA HOLDINGS S.ABANCOLOMBIA S.A.CARVAJAL EMPAQUES S.ACEMENTOS ARGOS S.A.CORPORACION FINANCIERA COLOMBIANA S.A.BANCO DAVIVIENDA S.AGRUPO ARGOS S.A.GRUPO INVERSIONES SURAMERICANAHELM BANK S.A.BANCO COMERCIAL AV VILLAS S.A.PETROMINERALES LTDPACIFIC RUBIALES ENERGY CORPCORPORACION FINANCIERA COLOMBIANA S.A.PROMIGAS S.A. E.S.P.TABLEMAC 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0.08%2.62%0.39%1.53%-1.91%-0.54%1.09%7.69%-0.85%2.47%-0.11%225-0.42%1.05%4.17%-0.39%-0.19%0.46%2.74%1.84%0.00%1.29%-0.16%-1.03%226-0.53%0.00%-1.58%-0.78%1.70%-1.37%-0.80%-4.07%0.00%0.00%-1.02%-0.35%227-0.10%-0.37%0.34%0.00%-0.19%1.62%-0.54%0.47%0.00%0.00%0.33%-0.58%2280.15%0.37%0.31%-1.96%3.17%0.34%-0.14%2.97%0.00%-0.85%0.65%0.12%2290.21%-0.37%1.08%0.00%-0.18%-1.70%3.52%6.22%0.00%0.00%-0.75%0.70%2301.60%0.45%-0.82%0.00%4.52%3.82%4.58%5.57%0.00%-1.71%0.38%0.35%2310.77%0.82%-0.06%0.40%-2.08%4.45%0.12%5.68%0.00%0.87%2.15%-0.46%232-0.09%1.18%0.06%1.99%-0.53%-2.88%0.37%-0.13%0.00%0.00%0.63%0.35%2330.22%-3.50%-0.14%0.00%0.00%1.32%1.99%-1.92%0.00%-0.86%-1.89%2.53%234-0.19%-0.38%0.00%1.56%0.18%-0.33%-1.34%1.31%0.00%0.87%0.91%-3.03%235-0.54%0.76%0.26%0.00%0.89%0.00%-5.44%1.42%0.00%0.86%0.26%0.46%2360.22%1.05%-0.28%-0.38%1.05%-0.22%1.18%-2.42%0.00%5.13%0.53%-0.12%2370.68%0.89%-0.11%-0.77%0.87%0.54%3.88%0.91%0.00%1.63%0.79%0.12%2380.59%1.33%0.00%-1.56%0.52%0.87%1.24%0.00%0.00%3.20%-0.10%0.35%239-0.91%-0.95%-0.28%0.00%-1.20%-2.15%-4.42%0.90%0.00%0.78%-1.41%-0.23%240-0.09%-1.91%0.00%-0.40%0.69%-0.66%0.26%-1.02%0.00%0.00%-0.32%0.58%241-0.37%0.00%0.14%0.00%-1.72%-1.22%-0.90%0.13%0.00%0.00%1.54%0.46%242-0.09%0.75%-0.31%-0.79%0.88%1.01%0.00%-0.52%0.00%0.38%1.62%-0.68%243-0.28%-1.04%0.00%0.00%-0.17%-1.99%-3.62%-0.78%0.00%-0.77%-0.05%0.00%244-0.31%-0.30%-0.89%0.00%0.87%-0.34%-1.34%-0.65%0.00%-0.39%-1.70%-0.23%

Hoja de calculosINDICE GENERAL BANCOLOMBIA S.A.BANCO DE BOGOTA S.A.BOLSA DE VALORES DE COLOMBIA S.A.CELSIA S.A E.S.PCEMENTOS ARGOS S.A.CEMEX LATAM HOLDINGCANACOL ENERGY LTDCOLTEJER S.A.CONSTRUCTORA CONCRETO S.ACORPORACION FINANCIERA COLOMBIANA S.A.ECOPETROL S.A.EMPRESA DE ENERGIA DE BOGOTA S.A. E.S.P.ENKA DE COLOMBIA S.A.EMPRESA DE TELECOMUNICACIONES DE BOGOTA S.A. E.S.P.ALMACENES EXITO S.A.FABRICATO S.A.GRUPO ARGOS S.A.GRUPO AVAL ACCIONES Y VALORES S.A.GRUPO INVERSIONES SURAMERICANAFONDO BURSATIL ISHARES COLCAPINTERCONEXION ELECTRICA S.A. E.S.P.ISAGEN S.A. E.S.P.MINEROS S.A.GRUPO NUTRESA S.ABANCO DE OCCIDENTE S.A.ORGANIZACION DE INGENIERIA INTERNACIONAL S.A.GRUPO AVAL ACCIONES Y VALORES S.A.AVIANCA HOLDINGS S.ABANCOLOMBIA S.A.CARVAJAL EMPAQUES S.ACEMENTOS ARGOS S.A.CORPORACION FINANCIERA COLOMBIANA S.A.BANCO DAVIVIENDA S.AGRUPO ARGOS S.A.GRUPO INVERSIONES SURAMERICANAHELM BANK S.A.BANCO COMERCIAL AV VILLAS S.A.PETROMINERALES LTDPACIFIC RUBIALES ENERGY CORPCORPORACION FINANCIERA COLOMBIANA S.A.PROMIGAS S.A. E.S.P.TABLEMAC S.A.IGBCBCOLOMBIABOGOTABVCCELSIACEMARGOSCLHCNECCOLTEJERCONCONCRETCORFICOLCFECOPETROLEEBENKAETBEXITOFABRICATOGRUPOARGOSGRUPOAVALGRUPOSURAICOLCAPISAISAGENMINEROSNUTRESAOCCIDENTEODINSAPFAVALPFAVHPFBCOLOMPFCARPAKPFCEMARGOSPFCORFICOLPFDAVVNDAPFGRUPOARGPFGRUPSURAPFHELMBANKPFVILLA053PMGCPRECSDCORFICSDPROMIGASTABLEMACSuma rentabilidad
CARLOS EDUARDO: CARLOS EDUARDO:El comportamiento de la accin durante el periodo de un ao genero una utilidad de ________7.41084%7.15203%2.73025%-1.09299%15.99930%7.67144%11.89681%24.46965%7.69231%2.68267%8.36055%7.30721%Media
CARLOS EDUARDO: CARLOS EDUARDO:Durante el periodo de un ao la accin tuvo en promedio una utilidad de _______-0.01351%0.01654%0.14205%-0.03584%0.08845%0.11141%0.11138%3.57717%-0.32988%0.04726%0.04973%-0.07590%Varianza
CARLOS EDUARDO: CARLOS EDUARDO:La accin en unidades cuadradas tuvo una oscilacin de _______(No se debe analizar)0.00669%0.01311%0.00870%0.02123%0.01640%0.03342%0.02785%30.10503%0.24406%0.01451%0.00932%0.01769%Desviacin Estandar
CARLOS EDUARDO: CARLOS EDUARDO:Durante el periodo podemos decir que los datos oscilan entre ______ tanto positivos como negativos.0.81808%1.14496%0.93255%1.45702%1.28059%1.82800%1.66895%54.86805%4.94021%1.20476%0.96535%1.33016%Error Tipico
CARLOS EDUARDO: CARLOS EDUARDO:Nos permite comprobar si una muestra con determinada media puede considerarse como perteneciente a una poblacin0.00050.00070.00060.00090.00080.00120.00120.03510.00320.00080.00060.0009Distribucin Normal Estan.
CARLOS EDUARDO: CARLOS EDUARDO:Hay un 50,02% de probabilidad de que la media de la poblacin se encuentre entre la media de la muestra mas menos un error tipico.50.02%50.03%50.02%50.04%50.03%50.05%50.05%51.40%50.13%50.03%50.02%50.03%Moda
CARLOS EDUARDO: CARLOS EDUARDO:Es la nica medida que va en signo pesos, se interpreta como el valor que mas se repite.$0$30,000$54,500$30$5,200$8,800$12,800$5,800$1,300$1,300$0$0$0$5,280$0$0$0$0$0$0$0$0$0$0$0$0$00.00%$0$0$0$0$0$0$0$0$0$0$0$0$0$0$0% Moda
CARLOS EDUARDO: CARLOS EDUARDO:El dato que mas se repite tiene un porcentaje con respecto a los datos de ____ lo cual pueden ser significativos o no significativos.0.00%2.46%3.69%6.15%3.69%4.51%7.49%2.87%34.84%10.25%Minimo -3.14%-4.15%-3.14%-5.75%-3.85%-7.10%-5.44%-14.55%-68.88%-5.79%-3.57%-6.38%Mximo2.50%3.50%4.31%5.26%4.52%5.46%5.46%855.63%18.18%5.13%2.74%4.62%Nmero de datos244244244244244244187244244244244244Covarianza0.00004760.00001300.00003930.00004240.00007040.00003500.00025100.00000390.00001450.00003030.0000724Coeficiete de Correlacin
CARLOS EDUARDO: CARLOS EDUARDO:El coeficiente de correlacin indica la relacin de las dos variables. En nuestro primer ejemplo diriamos que con un 51% de probabilidad la accin tiende a comportarce como se mueve el IGBC.51.01%17.17%33.10%40.63%47.24%27.99%5.62%0.97%14.77%38.49%66.77%

REGRESIONResumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.5102097357Coeficiente de determinacin R^20.2603139744
CARLOS EDUARDO: CARLOS EDUARDO:En nuestro ejemplo, R2 es 0,260213, lo cual significa que el 26,02% de la variacin del aumento de LA ACCION se explica por EL IGBC.R^2 ajustado0.2572447378Error tpico0.0098880182Observaciones243ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin10.00829250280.008292502884.8139151910Residuos2410.02356326990.0000977729Total2420.0318557727
CARLOS EDUARDO: CARLOS EDUARDO:Es la diferencia entre el promedio de los valores observados y cada uno de esos valores elevada al cuadrado. Este valor mide la variacin total de la muestra que tenemos. O si se prefiere, qu tan dispersos estn los valoresYobser dentro de la muestra.

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95.0%Superior 95.0%Intercepcin0.00025552740.0006343910.40279161020.6874586018-0.00099413160.0015051864-0.00099413160.0015051864-0.00252918320.71420013860.07755081649.209447062200.5614361810.86696409610.5614361810.8669640961

REGRE. EJEPLO DEL LIBROResumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.8989167352Coeficiente de determinacin R^20.8080512968R^2 ajustado0.799705701Error tpico0.0348521685Observaciones25ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin10.11760917250.117609172596.82368002860.000000001Residuos230.02793749390.0012146736Total240.1455466664

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95.0%Superior 95.0%Intercepcin0.04102483090.0176061579
CARLOS EDUARDO: CARLOS EDUARDO:

Desviacion estandar.2.33014102510.02893317960.00460371830.07744594350.00460371830.0774459435Tasa de inflacin0.86188736090.08759104749.839902440.0000000010.68069147411.04308324770.68069147411.0430832477

Anlisis de los residualesSuma de cuadradosFRACCINVALOR PORCENTIALRegresin0.11760917250.808051296880.81%ObservacinPronstico Aumento nominal del salario mnimoResiduosResiduos0.02793749390.191948703219.19%10.26813215050.0889678495Total0.14554666641100.00%20.24813636380.051863636230.18444288780.065357112240.19857784050.021422159550.2345185434-0.034518543460.2215902330.01840976770.248050175-0.02805017580.2833875568-0.033387556890.26614980960.0038501904100.3200177697-0.0600177697110.2721830211-0.0114830211120.25770331350.0026966865130.23589756320.0144024368140.2358113745-0.0249113745150.2088343001-0.0038343001160.2275372558-0.0325372558170.19340651630.0167934837180.18496002020.0000399798190.12057703430.0395229657200.116439975-0.016439975210.106959214-0.007359214220.1012707575-0.0208707575230.0969613206-0.0225613206240.0884286358-0.0101286358250.0828263679-0.0172263679

EJEMPLO DEL LIBROAoTasa de inflacinAumento nominal del salario mnimo198126.35%35.71%198224.03%30.00%198316.64%24.98%198418.28%22.00%198522.45%20.00%198620.95%24.00%198724.02%22.00%198828.12%25.00%198926.12%27.00%199032.37%26.00%199126.82%26.07%199225.14%26.04%199322.61%25.03%199422.60%21.09%199519.47%20.50%199621.64%19.50%199717.68%21.02%199816.70%18.50%19999.23%16.01%20008.75%10.00%20017.65%9.96%20026.99%8.04%20036.49%7.44%20045.50%7.83%20054.85%6.56%PROMEDIO18.46%20.01%VARIANZA0.63329%0.58219%DESVIACIN7.95793%7.63012%