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La calidad de vida es variable dependiente, el resto son independientes y vamos
a estudiar cómo estas se combinan para afectar a VD
Regresión




                                        Notas

Resultados creados                                                 05-JUL-2012 21:38:57
Comentarios
                                                          C:Documents and
                           Datos                          SettingsUcinfEscritorioCorrel
                                                          acion y regresion.sav
                           Conjunto de datos activo       Conjunto_de_datos1
Entrada                    Filtro                         <ninguno>
                           Peso                           <ninguno>
                           Dividir archivo                <ninguno>
                           Núm. de filas del archivo de
                                                                                         30
                           trabajo
                                                          Los valores perdidos definidos
                           Definición de perdidos         por el usuario se tratarán como
                                                          perdidos.
Tratamiento de los datos
                                                          Los estadísticos se basan en
perdidos
                                                          los casos sin valores perdidos
                           Casos utilizados
                                                          para ninguna variable de las
                                                          utilizadas.
                                                          REGRESSION
                                                           /DESCRIPTIVES MEAN
                                                          STDDEV CORR SIG N
                                                           /MISSING LISTWISE
                                                           /STATISTICS COEFF OUTS
                                                          R ANOVA ZPP
Sintaxis
                                                           /CRITERIA=PIN(.05)
                                                          POUT(.10)
                                                           /NOORIGIN
                                                           /DEPENDENT Y
                                                           /METHOD=ENTER X1 X2 X3
                                                          X4.
Recursos                   Tiempo de procesador                               00:00:00,00
Tiempo transcurrido                                     00:00:00,02

                                   Memoria necesaria                   2292 bytes

                                   Memoria adicional requerida
                                   para los diagramas de               0 bytes
                                   residuos



[Conjunto_de_datos1] C:Documents and
SettingsUcinfEscritorioCorrelacion y regresion.sav




                            Estadísticos descriptivos

                                     Media       Desviación típica          N

Indice de calidad de vida                71,77              11,352               30
Indice de bienestar económico            73,93                6,913              30
Indice de calidad ambiental              65,33                8,318              30
Estres                                    5,00                1,875              30
Indice de bienestar subjetivo            28,27                8,030              30




                                                                          Correlaciones

                                                                     Indice de calidad      Indice de          Indice de calidad   Estres
                                                                         de vida            bienestar             ambiental
                                                                                           económico

                                Indice de calidad de vida                        1,000                  ,807                ,730      -,5
                                Indice de bienestar económico                      ,807            1,000                    ,572      -,3

Correlación de Pearson          Indice de calidad ambiental                        ,730                 ,572              1,000       -,4

                                Estres                                             -,513            -,340                  -,424      1,0

                                Indice de bienestar subjetivo                      ,681                 ,395                ,531      -,4
                                Indice de calidad de vida                              .                ,000                ,000       ,0
                                Indice de bienestar económico                      ,000                    .                ,000       ,0
Sig. (unilateral)               Indice de calidad ambiental                        ,000                 ,000                   .       ,0
                                Estres                                             ,002                 ,033                ,010
                                Indice de bienestar subjetivo                      ,000                 ,015                ,001       ,0
                                Indice de calidad de vida                             30                 30                   30

N                               Indice de bienestar económico                         30                 30                   30
                                Indice de calidad ambiental                           30                 30                   30
Estres                                                 30              30         30

                                   Indice de bienestar subjetivo                          30              30         30




                                                       a
             Variables introducidas/eliminadas

Modelo             Variables            Variables            Método
                  introducidas         eliminadas

            Indice de
            bienestar
            subjetivo, Indice
            de bienestar
1                                                      . Introducir
            económico,
            Estres, Indice de
            calidad
                        b
            ambiental

a. Variable dependiente: Indice de calidad de vida
b. Todas las variables solicitadas introducidas.




                                  Resumen del modelo

Modelo              R            R cuadrado         R cuadrado         Error típ. de la
                                                    corregida           estimación
                            a
1                    ,919               ,845                  ,821                4,809

a. Variables predictoras: (Constante), Indice de bienestar subjetivo, Indice de
bienestar económico, Estres, Indice de calidad ambiental




                                                              a
                                                     ANOVA

Modelo                             Suma de              gl         Media cuadrática            F        Sig.
                                  cuadrados
                                                                                                                 b
          Regresión                   3159,323                4             789,831            34,160     ,000

1         Residual                     578,043               25              23,122

          Total                       3737,367               29

a. Variable dependiente: Indice de calidad de vida
b. Variables predictoras: (Constante), Indice de bienestar subjetivo, Indice de bienestar económico,
Estres, Indice de calidad ambiental
a
                                                              Coeficientes

            Modelo                   Coeficientes no                Coeficientes            t       Sig.           Correlaciones
                                     estandarizados                  tipificados

                                     B           Error típ.             Beta                               Orden     Parcial Semiparcial
                                                                                                           cero

                                                                                                -
   (Constante)                      -21,845           11,964                                        ,080
                                                                                           1,826

   Indice de bienestar
                                         ,860           ,160                       ,523    5,389 ,000         ,807     ,733        ,424
   económico

1 Indice de calidad
                                         ,311           ,145                       ,228    2,146 ,042         ,730     ,394        ,169
   ambiental

   Estres                                -,536          ,561                       -,088   -,955 ,349        -,513     -,188       -,075

   Indice de bienestar
                                         ,439           ,140                       ,310    3,136 ,004         ,681     ,531        ,247
   subjetivo

a. Variable dependiente: Indice de calidad de vida

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Sesion 13 ejercicio regresion multiple

  • 1. La calidad de vida es variable dependiente, el resto son independientes y vamos a estudiar cómo estas se combinan para afectar a VD
  • 2.
  • 3. Regresión Notas Resultados creados 05-JUL-2012 21:38:57 Comentarios C:Documents and Datos SettingsUcinfEscritorioCorrel acion y regresion.sav Conjunto de datos activo Conjunto_de_datos1 Entrada Filtro <ninguno> Peso <ninguno> Dividir archivo <ninguno> Núm. de filas del archivo de 30 trabajo Los valores perdidos definidos Definición de perdidos por el usuario se tratarán como perdidos. Tratamiento de los datos Los estadísticos se basan en perdidos los casos sin valores perdidos Casos utilizados para ninguna variable de las utilizadas. REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA ZPP Sintaxis /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT Y /METHOD=ENTER X1 X2 X3 X4. Recursos Tiempo de procesador 00:00:00,00
  • 4. Tiempo transcurrido 00:00:00,02 Memoria necesaria 2292 bytes Memoria adicional requerida para los diagramas de 0 bytes residuos [Conjunto_de_datos1] C:Documents and SettingsUcinfEscritorioCorrelacion y regresion.sav Estadísticos descriptivos Media Desviación típica N Indice de calidad de vida 71,77 11,352 30 Indice de bienestar económico 73,93 6,913 30 Indice de calidad ambiental 65,33 8,318 30 Estres 5,00 1,875 30 Indice de bienestar subjetivo 28,27 8,030 30 Correlaciones Indice de calidad Indice de Indice de calidad Estres de vida bienestar ambiental económico Indice de calidad de vida 1,000 ,807 ,730 -,5 Indice de bienestar económico ,807 1,000 ,572 -,3 Correlación de Pearson Indice de calidad ambiental ,730 ,572 1,000 -,4 Estres -,513 -,340 -,424 1,0 Indice de bienestar subjetivo ,681 ,395 ,531 -,4 Indice de calidad de vida . ,000 ,000 ,0 Indice de bienestar económico ,000 . ,000 ,0 Sig. (unilateral) Indice de calidad ambiental ,000 ,000 . ,0 Estres ,002 ,033 ,010 Indice de bienestar subjetivo ,000 ,015 ,001 ,0 Indice de calidad de vida 30 30 30 N Indice de bienestar económico 30 30 30 Indice de calidad ambiental 30 30 30
  • 5. Estres 30 30 30 Indice de bienestar subjetivo 30 30 30 a Variables introducidas/eliminadas Modelo Variables Variables Método introducidas eliminadas Indice de bienestar subjetivo, Indice de bienestar 1 . Introducir económico, Estres, Indice de calidad b ambiental a. Variable dependiente: Indice de calidad de vida b. Todas las variables solicitadas introducidas. Resumen del modelo Modelo R R cuadrado R cuadrado Error típ. de la corregida estimación a 1 ,919 ,845 ,821 4,809 a. Variables predictoras: (Constante), Indice de bienestar subjetivo, Indice de bienestar económico, Estres, Indice de calidad ambiental a ANOVA Modelo Suma de gl Media cuadrática F Sig. cuadrados b Regresión 3159,323 4 789,831 34,160 ,000 1 Residual 578,043 25 23,122 Total 3737,367 29 a. Variable dependiente: Indice de calidad de vida b. Variables predictoras: (Constante), Indice de bienestar subjetivo, Indice de bienestar económico, Estres, Indice de calidad ambiental
  • 6. a Coeficientes Modelo Coeficientes no Coeficientes t Sig. Correlaciones estandarizados tipificados B Error típ. Beta Orden Parcial Semiparcial cero - (Constante) -21,845 11,964 ,080 1,826 Indice de bienestar ,860 ,160 ,523 5,389 ,000 ,807 ,733 ,424 económico 1 Indice de calidad ,311 ,145 ,228 2,146 ,042 ,730 ,394 ,169 ambiental Estres -,536 ,561 -,088 -,955 ,349 -,513 -,188 -,075 Indice de bienestar ,439 ,140 ,310 3,136 ,004 ,681 ,531 ,247 subjetivo a. Variable dependiente: Indice de calidad de vida