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Anexo No. 6 : REGRESIONES A NIVEL DE GRANDES GRUPOS DE CONSUMO
M¡nimos Cuadrados Ponderados - Ponderados por MIEMBROS
I. ESTRATO BAJO
Dependent Variable.. LNGG1DPC ALIMENTOS Y BEBIDAS
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,8705 ,7578 ,7576 4720,781 ,000 ,7578 4720,781 ,000 In: LNGASDPC ,8705 ,8705
2 ,8713 ,7592 ,7589 2377,313 ,000 ,0014 8,956 ,003 In: LNMEN13 ,0384 -,1168
3 ,8725 ,7612 ,7607 1601,335 ,000 ,0020 12,650 ,000 In: LNMAYOR -,0455 -,0682
4 ,8730 ,7622 ,7615 1206,440 ,000 ,0009 5,956 ,015 In: LNMUJER -,0312 ,0674
5 ,8735 ,7629 ,7621 968,592 ,000 ,0008 4,853 ,028 In: OCUPAC -,0277 ,0298
Multiple R ,87345 Analysis of Variance
R Square ,76292 DF Sum of Squares Mean Square
Adjusted R Square ,76213 Regression 5 1295,30096 259,06019
Standard Error ,51717 Residual 1505 402,52816 ,26746
Durbin-Watson Test 2,02277 F = 968,59208 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,966100 ,014092 ,882815 68,556 ,0000
LNMAYOR -,006558 ,002079 -,040645 -3,154 ,0016
LNMEN13 ,005521 ,001531 ,046714 3,607 ,0003
LNMUJER -,003292 ,001371 -,030687 -2,401 ,0164
OCUPAC -,027667 ,012559 -,027722 -2,203 ,0277
(Constant) -,396554 ,079182 -5,008 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMIEM -,006879 -,012342 ,763262 -,479 ,6322
LNPERC -,001005 -,001969 ,899811 -,076 ,9391
Dependent Variable.. LNGG2DPC VESTIDO Y CALZADO
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4605 ,2121 ,2115 368,158 ,000 ,2121 368,158 ,000 In: LNGASDPC ,4605 ,4605
2 ,4694 ,2204 ,2192 193,207 ,000 ,0083 14,597 ,000 In: LNMUJER -,0918 -,0404
3 ,4755 ,2261 ,2244 133,051 ,000 ,0058 10,152 ,001 In: LNMEN13 ,0776 -,0249
Multiple R ,47553 Analysis of Variance
R Square ,22613 DF Sum of Squares Mean Square
Adjusted R Square ,22443 Regression 3 2269,82981 756,60994
Standard Error 2,38466 Residual 1366 7767,90004 5,68660
Durbin-Watson Test 1,98328 F = 133,05130 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,437684 ,072321 ,487014 19,879 ,0000
LNMEN13 ,023760 ,007457 ,077593 3,186 ,0015
LNMUJER -,025800 ,006583 -,093872 -3,919 ,0001
(Constant) -5,565560 ,406856 -13,679 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,032698 ,036216 ,925835 1,339 ,1808
LNMIEM ,044204 ,045198 ,809064 1,672 ,0948
LNPERC -,006386 -,007045 ,932981 -,260 ,7947
OCUPAC -,012148 -,013764 ,939330 -,509 ,6111
Dependent Variable.. LNGG3DPC ALQUILER DE VIVIENDA, COMB. Y ELECTRIC.
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,5967 ,3561 ,3557 834,564 ,000 ,3561 834,564 ,000 In: LNGASDPC ,5967 ,5967
2 ,6351 ,4033 ,4025 509,625 ,000 ,0472 119,274 ,000 In: LNMIEM -,2252 -,3670
3 ,6389 ,4082 ,4071 346,535 ,000 ,0049 12,549 ,000 In: LNMEN13 -,0749 -,2364
4 ,6418 ,4119 ,4103 263,651 ,000 ,0036 9,284 ,002 In: LNPERC -,0758 -,1719
5 ,6438 ,4145 ,4126 213,097 ,000 ,0026 6,811 ,009 In: OCUPAC ,0519 ,0704
6 ,6456 ,4168 ,4145 179,165 ,000 ,0023 5,981 ,015 In: LNMUJER ,0501 ,1595
Multiple R ,64562 Analysis of Variance
R Square ,41683 DF Sum of Squares Mean Square
Adjusted R Square ,41450 Regression 6 1004,59387 167,43231
Standard Error ,96670 Residual 1504 1405,50703 ,93451
Durbin-Watson Test 1,93137 F = 179,16538 Signif F = ,0000
----------------- Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,693175 ,027369 ,531643 25,327 ,0000
LNMEN13 -,012295 ,003001 -,087311 -4,097 ,0000
LNMIEM -,204354 ,036452 -,151535 -5,606 ,0000
LNMUJER ,006403 ,002618 ,050104 2,446 ,0146
LNPERC -,064902 ,023680 -,068808 -2,741 ,0062
OCUPAC ,058948 ,023626 ,049575 2,495 ,0127
(Constant) ,016094 ,179162 ,090 ,9284
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,007832 ,009730 ,515676 ,377 ,7060
Dependent Variable.. LNGG4DPC MUEBLES, ENSERES Y MANTENIMIENTO DE LA VIVIENDA
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4486 ,2013 ,2007 360,840 ,000 ,2013 360,840 ,000 In: LNGASDPC ,4486 ,4486
2 ,4628 ,2142 ,2131 195,062 ,000 ,0130 23,591 ,000 In: LNPERC -,1138 -,1141
Multiple R ,46284 Analysis of Variance
R Square ,21422 DF Sum of Squares Mean Square
Adjusted R Square ,21312 Regression 2 1413,23167 706,61583
Standard Error 1,90329 Residual 1431 5183,83237 3,62252
Durbin-Watson Test 2,08779 F = 195,06172 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,008990 ,052712 ,448545 19,141 ,0000
LNPERC -,181614 ,037392 -,113816 -4,857 ,0000
(Constant) -3,542165 ,297734 -11,897 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,027416 ,030737 ,987706 1,163 ,2451
LNMEN13 ,025091 ,027831 ,966804 1,053 ,2926
LNMIEM -,041726 -,036561 ,603281 -1,383 ,1667
LNMUJER ,039137 ,042571 ,929689 1,611 ,1073
OCUPAC ,039966 ,044716 ,983666 1,693 ,0907
Dependent Variable.. LNGG5DPC CUIDADO Y CONSERVACION DE LA SALUD
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,2689 ,0723 ,0715 93,499 ,000 ,0723 93,499 ,000 In: LNGASDPC ,2689 ,2689
2 ,2782 ,0774 ,0759 50,288 ,000 ,0051 6,637 ,010 In: LNMIEM -,0747 -,1471
3 ,2854 ,0815 ,0792 35,423 ,000 ,0041 5,332 ,021 In: OCUPAC ,0644 ,0746
Multiple R ,28544 Analysis of Variance
R Square ,08148 DF Sum of Squares Mean Square
Adjusted R Square ,07918 Regression 3 1143,17770 381,05923
Standard Error 3,27983 Residual 1198 12887,20558 10,75727
Durbin-Watson Test 2,07356 F = 35,42343 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,853695 ,103159 ,240704 8,276 ,0000
LNMIEM -,297713 ,106529 -,081324 -2,795 ,0053
OCUPAC ,202726 ,087795 ,064393 2,309 ,0211
(Constant) -3,297716 ,666499 -4,948 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,023353 ,023815 ,866252 ,824 ,4100
LNMEN13 -,025061 -,024383 ,816943 -,844 ,3989
LNMUJER ,026127 ,026560 ,873408 ,919 ,3582
LNPERC ,006111 ,005120 ,589428 ,177 ,8594
Dependent Variable.. LNGG6DPC TRANSPORTES Y COMUNICACIONES
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4959 ,2459 ,2454 462,368 ,000 ,2459 462,368 ,000 In: LNGASDPC ,4959 ,4959
2 ,5304 ,2813 ,2803 277,306 ,000 ,0354 69,808 ,000 In: LNPERC ,1882 ,1783
Multiple R ,53038 Analysis of Variance
R Square ,28130 DF Sum of Squares Mean Square
Adjusted R Square ,28028 Regression 2 1427,81671 713,90835
Standard Error 1,60451 Residual 1417 3647,98073 2,57444
Durbin-Watson Test 2,02283 F = 277,30633 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,984318 ,044379 ,499612 22,180 ,0000
LNPERC ,264859 ,031700 ,188204 8,355 ,0000
(Constant) -2,427599 ,251147 -9,666 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,031869 ,037345 ,986936 1,406 ,1599
LNMEN13 -,035710 -,041368 ,964459 -1,558 ,1195
LNMIEM -,001879 -,001726 ,606883 -,065 ,9482
LNMUJER ,021279 ,024190 ,928785 ,911 ,3627
OCUPAC -,007238 -,008478 ,986108 -,319 ,7497
Dependent Variable.. LNGG7DPC ESPARCIMIENTO, DIVERS. Y SERVICIOS DE ENSE¥ANZA
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4372 ,1911 ,1905 293,512 ,000 ,1911 293,512 ,000 In: LNGASDPC ,4372 ,4372
2 ,4542 ,2063 ,2051 161,310 ,000 ,0152 23,736 ,000 In: OCUPAC ,1234 ,1502
3 ,4613 ,2128 ,2109 111,738 ,000 ,0065 10,201 ,001 In: LNMIEM ,0850 -,0454
4 ,4702 ,2211 ,2186 87,918 ,000 ,0083 13,169 ,000 In: LNMUJER ,0935 ,1310
5 ,4748 ,2255 ,2223 72,075 ,000 ,0044 6,998 ,008 In: LNPERC -,0828 -,0183
Multiple R ,47483 Analysis of Variance
R Square ,22546 DF Sum of Squares Mean Square
Adjusted R Square ,22233 Regression 5 3670,60580 734,12116
Standard Error 3,19149 Residual 1238 12609,75165 10,18558
Durbin-Watson Test 1,88345 F = 72,07454 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,779101 ,103210 ,464423 17,238 ,0000
LNMIEM ,598059 ,127790 ,152819 4,680 ,0000
LNMUJER ,030285 ,009477 ,083103 3,196 ,0014
LNPERC -,221015 ,083551 -,082845 -2,645 ,0083
OCUPAC ,380042 ,085092 ,112819 4,466 ,0000
(Constant) -9,431771 ,686116 -13,747 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,050383 ,055578 ,575027 1,958 ,0505
LNMEN13 ,010820 ,011346 ,527130 ,399 ,6899
Dependent Variable.. LNGG8DPC OTROS BIENES Y SERVICIOS
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,5371 ,2884 ,2880 608,883 ,000 ,2884 608,883 ,000 In: LNGASDPC ,5371 ,5371
2 ,5398 ,2914 ,2904 308,577 ,000 ,0029 6,173 ,013 In: LNPERC ,0540 ,0510
Multiple R ,53978 Analysis of Variance
R Square ,29136 DF Sum of Squares Mean Square
Adjusted R Square ,29042 Regression 2 1243,28342 621,64171
Standard Error 1,41935 Residual 1501 3023,83390 2,01455
Durbin-Watson Test 1,93520 F = 308,57654 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,939016 ,037969 ,537371 24,731 ,0000
LNPERC ,067826 ,027299 ,053986 2,485 ,0131
(Constant) -2,702578 ,214246 -12,614 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,015619 ,018403 ,983856 ,713 ,4760
LNMEN13 -,032041 -,037391 ,965035 -1,449 ,1475
LNMIEM -,027146 -,024972 ,599654 -,967 ,3335
LNMUJER ,029090 ,033392 ,933778 1,294 ,1959
OCUPAC ,016086 ,018988 ,987447 ,736 ,462
II. ESTRATO MEDIO
Dependent Variable.. LNGG1DPC ALIMENTOS Y BEBIDAS
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,7070 ,4998 ,4995 1507,692 ,000 ,4998 1507,692 ,000 In: LNGASDPC ,7070 ,7070
2 ,7109 ,5054 ,5047 770,359 ,000 ,0056 17,020 ,000 In: LNMEN13 ,0750 ,0087
3 ,7129 ,5082 ,5072 519,141 ,000 ,0029 8,768 ,003 In: LNMIEM -,0579 -,1969
4 ,7166 ,5135 ,5122 397,416 ,000 ,0053 16,364 ,000 In: LNPERC ,0965 -,1168
5 ,7179 ,5153 ,5137 320,057 ,000 ,0018 5,681 ,017 In: OCUPAC -,0430 ,0055
6 ,7188 ,5166 ,5147 267,904 ,000 ,0013 3,975 ,046 In: LNMUJER -,0366 ,0509
Multiple R ,71876 Analysis of Variance
R Square ,51662 DF Sum of Squares Mean Square
Adjusted R Square ,51469 Regression 6 530,99809 88,49968
Standard Error ,57475 Residual 1504 496,83249 ,33034
Durbin-Watson Test 1,99865 F = 267,90423 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,873544 ,022828 ,712849 38,267 ,0000
LNMEN13 ,009056 ,001586 ,112558 5,710 ,0000
LNMIEM -,109524 ,022556 -,122642 -4,856 ,0000
LNMUJER -,003543 ,001777 -,036588 -1,994 ,0464
LNPERC ,060251 ,016305 ,088672 3,695 ,0002
OCUPAC -,039195 ,017239 -,041083 -2,274 ,0231
(Constant) ,267963 ,150184 1,784 ,0746
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,005834 ,007923 ,490078 ,307 ,7588
Dependent Variable.. LNGG2DPC VESTIDO Y CALZADO
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,3343 ,1118 ,1112 182,823 ,000 ,1118 182,823 ,000 In: LNGASDPC ,3343 ,3343
2 ,3434 ,1179 ,1167 97,049 ,000 ,0062 10,127 ,001 In: LNMIEM ,0811 -,0094
Multiple R ,34339 Analysis of Variance
R Square ,11791 DF Sum of Squares Mean Square
Adjusted R Square ,11670 Regression 2 776,97804 388,48902
Standard Error 2,00076 Residual 1452 5812,39195 4,00302
Durbin-Watson Test 1,96057 F = 97,04887 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,123985 ,080707 ,354982 13,927 ,0000
LNMIEM ,187571 ,058943 ,081113 3,182 ,0015
(Constant) -3,943452 ,534232 -7,382 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,033632 ,034605 ,875914 1,319 ,1874
LNMEN13 ,047214 ,047765 ,852161 1,822 ,0687
LNMUJER -,001454 -,001532 ,925880 -,058 ,9535
LNPERC ,015592 ,012996 ,597898 ,495 ,6206
OCUPAC -,004440 -,004710 ,931615 -,179 ,8576
Dependent Variable.. LNGG3DPC ALQUILER DE VIVIENDA, COMBUST. Y ELECTRICIDAD
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,5235 ,2740 ,2736 569,648 ,000 ,2740 569,648 ,000 In: LNGASDPC ,5235 ,5235
2 ,5857 ,3430 ,3421 393,646 ,000 ,0690 158,274 ,000 In: LNMIEM -,2705 -,3805
3 ,5954 ,3545 ,3532 275,851 ,000 ,0115 26,795 ,000 In: LNPERC -,1370 -,3405
4 ,6029 ,3635 ,3618 214,989 ,000 ,0090 21,270 ,000 In: LNMEN13 -,1038 -,1876
5 ,6061 ,3673 ,3652 174,761 ,000 ,0039 9,178 ,002 In: OCUPAC ,0625 ,1207
Multiple R ,60608 Analysis of Variance
R Square ,36733 DF Sum of Squares Mean Square
Adjusted R Square ,36523 Regression 5 739,14587 147,82917
Standard Error ,91973 Residual 1505 1273,07235 ,84590
Durbin-Watson Test 2,01549 F = 174,76061 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,762464 ,036369 ,444688 20,965 ,0000
LNMEN13 -,011142 ,002534 -,098977 -4,397 ,0000
LNMIEM -,168410 ,036095 -,134778 -4,666 ,0000
LNPERC -,159580 ,025901 -,167850 -6,161 ,0000
OCUPAC ,083447 ,027545 ,062513 3,029 ,0025
(Constant) -,354887 ,239656 -1,481 ,1389
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,012368 ,014926 ,490453 ,579 ,5627
LNMUJER ,017661 ,021691 ,503789 ,841 ,4003
Dependent Variable.. LNGG4DPC MUEBLES, ENSERES Y MANTENIMINETO DF LA VIVIENDA
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,3713 ,1379 ,1373 232,881 ,000 ,1379 232,881 ,000 In: LNGASDPC ,3713 ,3713
2 ,3758 ,1412 ,1401 119,659 ,000 ,0034 5,687 ,017 In: LNMAYOR -,0581 -,0834
3 ,3810 ,1451 ,1434 82,277 ,000 ,0039 6,593 ,010 In: LNMEN13 ,0630 ,0200
Multiple R ,38095 Analysis of Variance
R Square ,14512 DF Sum of Squares Mean Square
Adjusted R Square ,14336 Regression 3 1021,71237 340,57079
Standard Error 2,03453 Residual 1454 6018,55243 4,13931
Durbin-Watson Test 1,92062 F = 82,27725 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,204922 ,078878 ,372592 15,276 ,0000
LNMAYOR -,019648 ,007285 -,066090 -2,697 ,0071
LNMEN13 ,013513 ,005263 ,063040 2,568 ,0103
(Constant) -4,838337 ,487253 -9,930 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMIEM ,023139 ,022513 ,809206 ,858 ,3908
LNMUJER ,022554 ,023888 ,957790 ,911 ,3625
LNPERC -,042797 -,044626 ,929503 -1,703 ,0888
OCUPAC -9,224E-04 -,000992 ,970868 -,038 ,9698
Dependent Variable.. LNGG5DPC CUIDADO Y CONSERVACION DE LA SALUD
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,2012 ,0405 ,0397 52,794 ,000 ,0405 52,794 ,000 In: LNGASDPC ,2012 ,2012
2 ,2298 ,0528 ,0513 34,866 ,000 ,0123 16,293 ,000 In: LNMAYOR -,1113 -,1229
3 ,2392 ,0572 ,0549 25,277 ,000 ,0044 5,830 ,016 In: LNMEN13 -,0670 -,0946
4 ,2461 ,0606 ,0575 20,126 ,000 ,0034 4,465 ,035 In: LNPERC -,0599 -,1084
Multiple R ,24608 Analysis of Variance
R Square ,06055 DF Sum of Squares Mean Square
Adjusted R Square ,05754 Regression 4 777,98517 194,49629
Standard Error 3,10865 Residual 1249 12069,98081 9,66372
Durbin-Watson Test 1,94142 F = 20,12645 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,864052 ,133672 ,180386 6,464 ,0000
LNMAYOR -,039021 ,011998 -,091703 -3,252 ,0012
LNMEN13 -,021382 ,008617 -,068811 -2,481 ,0132
LNPERC -,156349 ,073990 -,059874 -2,113 ,0348
(Constant) -3,429986 ,837870 -4,094 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMIEM -,003412 -,002469 ,491690 -,087 ,9305
LNMUJER -,024660 -,024492 ,902230 -,866 ,3869
OCUPAC -,025709 -,026322 ,932920 -,930 ,3524
Dependent Variable.. LNGG6DPC TRANSPORTES Y COMUNICACIONES
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4062 ,1650 ,1644 290,867 ,000 ,1650 290,867 ,000 In: LNGASDPC ,4062 ,4062
2 ,4478 ,2005 ,1994 184,474 ,000 ,0355 65,363 ,000 In: LNPERC ,1922 ,1056
3 ,4559 ,2079 ,2063 128,598 ,000 ,0074 13,667 ,000 In: LNMEN13 -,0862 -,1262
4 ,4597 ,2113 ,2091 98,385 ,000 ,0034 6,346 ,012 In: LNMUJER ,0597 ,0752
Multiple R ,45967 Analysis of Variance
R Square ,21129 DF Sum of Squares Mean Square
Adjusted R Square ,20915 Regression 4 715,75832 178,93958
Standard Error 1,34861 Residual 1469 2671,76103 1,81876
Durbin-Watson Test 1,95905 F = 98,38539 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,962009 ,053424 ,429472 18,007 ,0000
LNMEN13 -,013154 ,003433 -,089290 -3,832 ,0001
LNMUJER ,010581 ,004200 ,059721 2,519 ,0119
LNPERC ,248923 ,029854 ,199599 8,338 ,0000
(Constant) -2,346906 ,334055 -7,025 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR -,040304 -,043533 ,899405 -1,670 ,0952
LNMIEM -,027516 -,022044 ,506192 -,845 ,3984
OCUPAC -,007441 -,008311 ,935940 -,318 ,7502
Dependent Variable.. LNGG7DPC ESPARCIMIENTO, DIVERSION Y SERVICIO DE ENSE¥ANZA
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4259 ,1814 ,1808 305,188 ,000 ,1814 305,188 ,000 In: LNGASDPC ,4259 ,4259
2 ,4700 ,2209 ,2197 195,021 ,000 ,0394 69,640 ,000 In: LNMIEM ,2061 ,0776
3 ,4839 ,2342 ,2325 140,175 ,000 ,0134 23,971 ,000 In: LNPERC -,1494 -,0598
4 ,4865 ,2367 ,2345 106,525 ,000 ,0025 4,504 ,034 In: LNMUJER ,0512 ,1051
Multiple R ,48653 Analysis of Variance
R Square ,23671 DF Sum of Squares Mean Square
Adjusted R Square ,23449 Regression 4 2988,12616 747,03154
Standard Error 2,64816 Residual 1374 9635,49653 7,01273
Durbin-Watson Test 1,99526 F = 106,52501 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 2,128439 ,111604 ,469388 19,071 ,0000
LNMIEM ,977448 ,101768 ,297071 9,605 ,0000
LNMUJER ,017985 ,008474 ,051151 2,122 ,0340
LNPERC -,344042 ,075754 -,139872 -4,542 ,0000
(Constant) -11,701870 ,738949 -15,836 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,043997 ,047833 ,556875 1,774 ,0762
LNMEN13 ,007418 ,007803 ,497829 ,289 ,7725
OCUPAC ,001533 ,001744 ,580097 ,065 ,9485
Dependent Variable.. LNGG8DPC OTROS BIENES Y SERVICIOS
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4561 ,2080 ,2075 396,135 ,000 ,2080 396,135 ,000 In: LNGASDPC ,4561 ,4561
2 ,4706 ,2214 ,2204 214,305 ,000 ,0134 25,926 ,000 In: LNPERC ,1180 ,0255
3 ,4788 ,2292 ,2277 149,307 ,000 ,0078 15,256 ,000 In: LNMEN13 -,0888 -,1328
4 ,4811 ,2314 ,2294 113,307 ,000 ,0022 4,321 ,038 In: OCUPAC ,0473 ,0845
Multiple R ,48109 Analysis of Variance
R Square ,23145 DF Sum of Squares Mean Square
Adjusted R Square ,22941 Regression 4 727,71807 181,92952
Standard Error 1,26713 Residual 1505 2416,47352 1,60563
Durbin-Watson Test 1,96807 F = 113,30723 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,001471 ,049686 ,467250 20,156 ,0000
LNMEN13 -,012008 ,003204 -,085308 -3,748 ,0002
LNPERC ,140163 ,027397 ,117939 5,116 ,0000
OCUPAC ,078938 ,037973 ,047278 2,079 ,0378
(Constant) -3,164755 ,310774 -10,183 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR -,006584 -,007306 ,930685 -,283 ,7769
LNMIEM -,024114 -,019520 ,503608 -,757 ,4491
LNMUJER ,019696 ,021950 ,937880 ,851 ,394
III. ESTRATO ALTO
Dependent Variable.. LNGG1DPC ALIMENTOS Y BEBIDAS
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,5730 ,3284 ,3279 737,283 ,000 ,3284 737,283 ,000 In: LNGASDPC ,5730 ,5730
2 ,5933 ,3521 ,3512 409,416 ,000 ,0237 55,099 ,000 In: LNMIEM -,1578 -,2769
3 ,6136 ,3766 ,3753 303,215 ,000 ,0245 59,194 ,000 In: LNPERC ,1810 -,0614
Multiple R ,61365 Analysis of Variance
R Square ,37656 DF Sum of Squares Mean Square
Adjusted R Square ,37532 Regression 3 584,16131 194,72044
Standard Error ,80136 Residual 1506 967,13124 ,64219
Durbin-Watson Test 1,90124 F = 303,21529 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,595465 ,022393 ,559886 26,592 ,0000
LNMIEM -,281893 ,027469 -,241362 -10,262 ,0000
LNPERC ,168463 ,021896 ,181002 7,694 ,0000
(Constant) 2,105268 ,165100 12,751 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,041181 ,045990 ,610309 1,786 ,0743
LNMEN13 ,042391 ,047307 ,602548 1,837 ,0664
LNMUJER -,026491 -,032606 ,716301 -1,266 ,2058
OCUPAC -,027255 -,034112 ,738679 -1,324 ,1857
Dependent Variable.. LNGG2DPC VESTIDO Y CALZADO
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4475 ,2003 ,1997 357,332 ,000 ,2003 357,332 ,000 In: LNGASDPC ,4475 ,4475
2 ,4552 ,2072 ,2061 186,310 ,000 ,0069 12,426 ,000 In: LNMEN13 ,0843 ,0071
3 ,4614 ,2129 ,2112 128,472 ,000 ,0057 10,351 ,001 In: LNPERC ,0779 -,0333
Multiple R ,46140 Analysis of Variance
R Square ,21289 DF Sum of Squares Mean Square
Adjusted R Square ,21123 Regression 3 1206,53142 402,17714
Standard Error 1,76931 Residual 1425 4460,92714 3,13048
Durbin-Watson Test 2,13944 F = 128,47160 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,001290 ,051140 ,480069 19,579 ,0000
LNMEN13 ,018048 ,004712 ,091732 3,830 ,0001
LNPERC ,142000 ,044136 ,077895 3,217 ,0013
(Constant) -2,869799 ,355253 -8,078 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR -,002755 -,002953 ,901514 -,111 ,9113
LNMIEM -,018193 -,015901 ,601294 -,600 ,5485
LNMUJER -,018059 -,020032 ,906202 -,756 ,4497
OCUPAC -,037660 -,042175 ,910579 -1,593 ,1114
Dependent Variable.. LNGG3DPC ALQUILER DE VIVIENDA, COMB. Y ELECTRICIDAD
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,6496 ,4220 ,4216 1101,660 ,000 ,4220 1101,660 ,000 In: LNGASDPC ,6496 ,6496
2 ,6813 ,4642 ,4634 653,133 ,000 ,0422 118,687 ,000 In: LNMIEM -,2106 -,3438
3 ,6849 ,4692 ,4681 443,955 ,000 ,0050 14,181 ,000 In: LNPERC -,0817 -,2977
4 ,6877 ,4729 ,4715 337,784 ,000 ,0037 10,700 ,001 In: OCUPAC ,0619 ,1116
Multiple R ,68768 Analysis of Variance
R Square ,47290 DF Sum of Squares Mean Square
Adjusted R Square ,47150 Regression 4 1439,16653 359,79163
Standard Error 1,03206 Residual 1506 1604,11867 1,06515
Durbin-Watson Test 1,96908 F = 337,78436 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,872616 ,028929 ,586869 30,164 ,0000
LNMIEM -,295987 ,035607 -,180940 -8,313 ,0000
LNPERC -,098723 ,028297 -,075732 -3,489 ,0005
OCUPAC ,183195 ,056005 ,061920 3,271 ,0011
(Constant) -,925272 ,214123 -4,321 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR -,025705 -,031184 ,607226 -1,210 ,2263
LNMEN13 -,003974 -,004825 ,595853 -,187 ,8515
LNMUJER ,022182 ,029578 ,710075 1,148 ,2512
Dependent Variable.. LNGG4DPC MUEBLES, ENSERES Y MANTENIMIENTO DE LA VIVIENDA
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,5878 ,3455 ,3451 770,751 ,000 ,3455 770,751 ,000 In: LNGASDPC ,5878 ,5878
2 ,5952 ,3543 ,3534 400,278 ,000 ,0088 19,852 ,000 In: LNPERC -,0962 -,2234
3 ,6132 ,3760 ,3747 292,861 ,000 ,0217 50,737 ,000 In: LNMIEM ,1704 -,0491
4 ,6188 ,3829 ,3812 226,019 ,000 ,0069 16,282 ,000 In: LNMAYOR -,0935 -,0864
Multiple R ,61880 Analysis of Variance
R Square ,38291 DF Sum of Squares Mean Square
Adjusted R Square ,38121 Regression 4 3910,15898 977,53975
Standard Error 2,07967 Residual 1457 6301,57646 4,32504
Durbin-Watson Test 2,08340 F = 226,01890 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,631800 ,059167 ,588361 27,580 ,0000
LNMAYOR -,028737 ,007122 -,093539 -4,035 ,0001
LNMIEM ,658617 ,080386 ,214845 8,193 ,0000
LNPERC -,426425 ,057270 -,177038 -7,446 ,0000
(Constant) -8,261591 ,440216 -18,767 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMEN13 ,008459 ,009485 ,527546 ,362 ,7174
LNMUJER ,039457 ,047807 ,608857 1,826 ,0680
OCUPAC ,014055 ,017635 ,612478 ,673 ,5010
Dependent Variable.. LNGG5DPC CUIDADO Y CONSERVACION DE LA SALUD
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4232 ,1791 ,1785 278,169 ,000 ,1791 278,169 ,000 In: LNGASDPC ,4232 ,4232
2 ,4307 ,1855 ,1843 145,112 ,000 ,0064 10,075 ,002 In: LNMIEM -,0822 -,1703
3 ,4345 ,1888 ,1869 98,749 ,000 ,0032 5,091 ,024 In: OCUPAC ,0574 ,0913
Multiple R ,43449 Analysis of Variance
R Square ,18878 DF Sum of Squares Mean Square
Adjusted R Square ,18687 Regression 3 2360,19798 786,73266
Standard Error 2,82259 Residual 1273 10141,98808 7,96700
Durbin-Watson Test 1,94032 F = 98,74895 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,300838 ,084914 ,398722 15,320 ,0000
LNMIEM -,318082 ,094930 -,086937 -3,351 ,0008
OCUPAC ,376120 ,166697 ,057416 2,256 ,0242
(Constant) -5,990969 ,632393 -9,473 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR -,031210 -,030754 ,759354 -1,097 ,2727
LNMEN13 ,014602 ,015138 ,847427 ,540 ,5893
LNMUJER 8,085E-04 ,000876 ,919796 ,031 ,9751
LNPERC -,039196 -,037599 ,738840 -1,342 ,1799
Dependent Variable.. LNGG6DPC TRANSPORTES Y COMUNICACIONES
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,6157 ,3791 ,3787 906,106 ,000 ,3791 906,106 ,000 In: LNGASDPC ,6157 ,6157
2 ,6413 ,4112 ,4104 517,895 ,000 ,0321 80,899 ,000 In: LNPERC ,1839 ,0361
3 ,6471 ,4188 ,4176 355,907 ,000 ,0075 19,212 ,000 In: LNMEN13 -,0884 -,2012
4 ,6517 ,4248 ,4232 273,384 ,000 ,0060 15,424 ,000 In: LNMUJER ,0786 ,1231
5 ,6535 ,4271 ,4252 220,683 ,000 ,0024 6,107 ,014 In: LNMIEM ,0632 -,0449
Multiple R ,65354 Analysis of Variance
R Square ,42711 DF Sum of Squares Mean Square
Adjusted R Square ,42518 Regression 5 1737,87429 347,57486
Standard Error 1,25499 Residual 1480 2330,99437 1,57500
Durbin-Watson Test 1,93770 F = 220,68298 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,097643 ,035792 ,635752 30,667 ,0000
LNMEN13 -,019896 ,003641 -,121812 -5,464 ,0000
LNMIEM ,121408 ,049130 ,063183 2,471 ,0136
LNMUJER ,016688 ,004769 ,070788 3,500 ,0005
LNPERC ,221600 ,036375 ,146334 6,092 ,0000
(Constant) -3,373912 ,262419 -12,857 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,019704 ,022635 ,526087 ,871 ,3841
OCUPAC ,025605 ,033337 ,587658 1,283 ,1998
Dependent Variable.. LNGG7DPC ESPARCIM., DIVER. Y SERVICIOS DE ENSE¥ANZA
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4835 ,2337 ,2332 439,248 ,000 ,2337 439,248 ,000 In: LNGASDPC ,4835 ,4835
2 ,5507 ,3032 ,3023 313,138 ,000 ,0695 143,546 ,000 In: LNMIEM ,2717 ,1388
3 ,5801 ,3365 ,3351 243,126 ,000 ,0333 72,142 ,000 In: LNPERC -,2100 -,1538
4 ,5845 ,3416 ,3398 186,382 ,000 ,0051 11,052 ,001 In: LNMAYOR ,0798 ,1370
Multiple R ,58446 Analysis of Variance
R Square ,34159 DF Sum of Squares Mean Square
Adjusted R Square ,33976 Regression 4 4165,80663 1041,45166
Standard Error 2,36384 Residual 1437 8029,54924 5,58772
Durbin-Watson Test 1,96085 F = 186,38232 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC 1,584757 ,067452 ,522989 23,495 ,0000
LNMAYOR ,027031 ,008131 ,079773 3,324 ,0009
LNMIEM 1,120635 ,092149 ,329611 12,161 ,0000
LNPERC -,552013 ,065269 -,208389 -8,458 ,0000
(Constant) -8,165955 ,504498 -16,186 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMEN13 ,019884 ,021563 ,534176 ,817 ,4139
LNMUJER ,003458 ,004061 ,617097 ,154 ,8777
OCUPAC ,013271 ,016153 ,621011 ,612 ,5405
Dependent Variable.. LNGG8DPC OTROS BIENES Y SERVICIOS
Method: Stepwise Criteria PIN ,0500 POUT ,1000
Step MultR Rsq AdjRsq F(Eqn) SigF RsqCh FCh SigCh Variable BetaIn Correl
1 ,4732 ,2239 ,2234 433,142 ,000 ,2239 433,142 ,000 In: LNGASDPC ,4732 ,4732
2 ,4833 ,2336 ,2326 228,600 ,000 ,0097 18,895 ,000 In: LNPERC ,1008 -,0099
3 ,4990 ,2490 ,2475 165,637 ,000 ,0154 30,669 ,000 In: LNMIEM -,1432 -,1687
Multiple R ,49896 Analysis of Variance
R Square ,24896 DF Sum of Squares Mean Square
Adjusted R Square ,24746 Regression 3 1031,76824 343,92275
Standard Error 1,44096 Residual 1499 3112,46306 2,07636
Durbin-Watson Test 1,97991 F = 165,63737 Signif F = ,0000
------------------ Variables in the Equation ------------------
Variable B SE B Beta T Sig T
LNGASDPC ,833298 ,040352 ,478530 20,651 ,0000
LNMIEM -,274850 ,049630 -,143196 -5,538 ,0000
LNPERC ,253821 ,039385 ,166657 6,445 ,0000
(Constant) -1,580576 ,297773 -5,308 ,0000
------------- Variables not in the Equation -------------
Variable Beta In Partial Min Toler T Sig T
LNMAYOR ,016281 ,016612 ,614060 ,643 ,5203
LNMEN13 ,021459 ,021828 ,604502 ,845 ,3982
LNMUJER ,006789 ,007615 ,717672 ,295 ,7682
OCUPAC -,029449 -,033575 ,739431 -1,300 ,1937
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