estadistica descriptiva
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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 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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%
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