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Anexo No. 7: REGRESIONES A NIVEL DE GRUPOS DE CONSUMO
M¡nimos Cuadrados Ponderados - Ponderados por MIEMBROS
I. ESTRATO BAJO
Dependent Variable.. LNG1DPC
Multiple R ,70155 Analysis of Variance
R Square ,49218 DF Sum of Squares Mean Square
Adjusted R Square ,49150 Regression 2 1390,86658 695,43329
Standard Error ,97617 Residual 1506 1435,07039 ,95290
Durbin-Watson Test 1,86302 F = 729,80569 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,985499 ,025930 ,697928 38,007 ,0000
LNPERC -,068332 ,018765 -,066868 -3,641 ,0003
(Constant) -,811499 ,146285 -5,547 ,0000
Dependent Variable.. LNG2DPC
Multiple R ,32064 Analysis of Variance
R Square ,10281 DF Sum of Squares Mean Square
Adjusted R Square ,09912 Regression 5 967,86486 193,57297
Standard Error 2,63764 Residual 1214 8445,96738 6,95714
Durbin-Watson Test 1,87666 F = 27,82364 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,824669 ,084232 ,283522 9,790 ,0000
LNPERC ,245759 ,070033 ,121549 3,509 ,0005
LNMEN13 ,026646 ,009520 ,081647 2,799 ,0052
LNMIEM -,331850 ,110352 -,113208 -3,007 ,0027
OCUPAC -,172016 ,070789 -,066792 -2,430 ,0152
(Constant) -,667174 ,555499 -1,201 ,2300
Dependent Variable.. LNG3DPC
Multiple R ,47670 Analysis of Variance
R Square ,22724 DF Sum of Squares Mean Square
Adjusted R Square ,22605 Regression 2 2441,03650 1220,51825
Standard Error 2,52986 Residual 1297 8301,07198 6,40021
Durbin-Watson Test 1,77079 F = 190,69973 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,509704 ,077722 ,476941 19,424 ,0000
LNMUJER -,029481 ,007165 -,101035 -4,115 ,0000
(Constant) -6,362685 ,438747 -14,502 ,0000
Dependent Variable.. LNG4DPC
Multiple R ,38126 Analysis of Variance
R Square ,14536 DF Sum of Squares Mean Square
Adjusted R Square ,14231 Regression 4 1081,22115 270,30529
Standard Error 2,38138 Residual 1121 6357,15497 5,67097
Durbin-Watson Test 1,96651 F = 47,66475 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,062243 ,080416 ,374558 13,209 ,0000
LNPERC -,189930 ,053566 -,101056 -3,546 ,0004
LNMUJER -,015965 ,007195 -,063576 -2,219 ,0267
LNMEN13 ,038068 ,008315 ,129159 4,578 ,0000
(Constant) -4,329678 ,455574 -9,504 ,0000
Dependent Variable.. LNG5DPC
Multiple R ,53084 Analysis of Variance
R Square ,28179 DF Sum of Squares Mean Square
Adjusted R Square ,27941 Regression 5 1345,16728 269,03346
Standard Error 1,50981 Residual 1504 3428,41144 2,27953
Durbin-Watson Test 1,39729 F = 118,02152 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,859718 ,042532 ,468520 20,213 ,0000
LNPERC -,114600 ,036547 -,086304 -3,136 ,0017
LNMEN13 -,009509 ,004681 -,047922 -2,031 ,0424
LNMIEM -,148935 ,056797 -,078443 -2,622 ,0088
OCUPAC ,119062 ,036880 ,071100 3,228 ,0013
(Constant) -1,754948 ,279504 -6,279 ,0000
Dependent Variable.. LNG6DPC
Multiple R ,53741 Analysis of Variance
R Square ,28881 DF Sum of Squares Mean Square
Adjusted R Square ,28692 Regression 4 702,33516 175,58379
Standard Error 1,07341 Residual 1501 1729,46765 1,15221
Durbin-Watson Test 1,74982 F = 152,38867 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,483154 ,029828 ,368005 16,198 ,0000
LNMAYOR ,009895 ,004368 ,050987 2,266 ,0236
LNMEN13 -,016167 ,003310 -,113999 -4,884 ,0000
LNMIEM -,342032 ,032762 -,251680 -10,440 ,0000
(Constant) ,654132 ,190721 3,430 ,0006
Dependent Variable.. LNG11DPC
Multiple R ,40615 Analysis of Variance
R Square ,16496 DF Sum of Squares Mean Square
Adjusted R Square ,16376 Regression 2 798,84523 399,42261
Standard Error 1,70380 Residual 1393 4043,80914 2,90295
Durbin-Watson Test 1,84783 F = 137,59198 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,674142 ,049669 ,344533 13,573 ,0000
LNMIEM -,288773 ,051417 -,142564 -5,616 ,0000
(Constant) -1,403851 ,319475 -4,394 ,0000
Dependent Variable.. LNG41DPC
Multiple R ,36290 Analysis of Variance
R Square ,13170 DF Sum of Squares Mean Square
Adjusted R Square ,12908 Regression 2 1268,20558 634,10279
Standard Error 3,55131 Residual 663 8361,61562 12,61179
Durbin-Watson Test 1,91971 F = 50,27858 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,389701 ,158300 ,318462 8,779 ,0000
LNPERC -,413136 ,097692 -,153409 -4,229 ,0000
(Constant) -7,116036 ,913589 -7,789 ,0000
Dependent Variable.. LNG13DPC
Multiple R ,28647 Analysis of Variance
R Square ,08207 DF Sum of Squares Mean Square
Adjusted R Square ,08045 Regression 2 933,90592 466,95296
Standard Error 3,02972 Residual 1138 10445,91271 9,17919
Durbin-Watson Test 1,93040 F = 50,87085 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,764534 ,098608 ,230577 7,753 ,0000
LNMIEM -,385857 ,099912 -,114853 -3,862 ,0001
(Constant) -2,864741 ,639182 -4,482 ,0000
Dependent Variable.. LNG51DPC
Multiple R ,31262 Analysis of Variance
R Square ,09773 DF Sum of Squares Mean Square
Adjusted R Square ,09513 Regression 2 797,82456 398,91228
Standard Error 3,26016 Residual 693 7365,64758 10,62864
Durbin-Watson Test 1,89412 F = 37,53183 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,983220 ,133463 ,274458 7,367 ,0000
LNMEN13 -,037852 ,014656 -,096219 -2,583 ,0100
(Constant) -4,926333 ,751425 -6,556 ,0000
Dependent Variable.. LNG19DPC
Block Number 1. Method: Stepwise Criteria PIN ,0500 POUT ,1000
LNGASDPC LNMAYOR LNPERC LNMUJER LNMEN13 LNMIEM OCUPAC
End Block Number 1 PIN = ,050 Limits reached.
No variables entered/removed for this block.
Dependent Variable.. LNG20DPC
Multiple R ,48979 Analysis of Variance
R Square ,23990
Adjusted R Square ,23828 Regression 3 1185,73367 395,24456
Standard Error 1,63407 Residual 1407 3756,95222 2,67019
Durbin-Watson Test 1,93649 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,887994 ,045378 ,455307 19,569 ,0000
LNMAYOR ,017638 ,006868 ,060067 2,568 ,0103
LNPERC ,251359 ,032520 ,180685 7,729 ,0000
(Constant) -1,977837 ,257763 -7,673 ,0000
Dependent Variable.. LNG61DPC
Multiple R ,41061 Analysis of Variance
R Square ,16860
Adjusted R Square ,15737 Regression 3 445,33830 148,44610
Standard Error 3,14514 Residual 222 2196,00307 9,89191
Durbin-Watson Test 1,87384 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,271015 ,221240 ,351708 5,745 ,0000
LNMAYOR -,048173 ,024401 -,122115 -1,974 ,0496
LNMUJER ,068243 ,021565 ,195758 3,165 ,0018
(Constant) -5,994575 1,277432 -4,693 ,0000
Dependent Variable.. LNG25DPC
Multiple R ,36645 Analysis of Variance
R Square ,13429
Adjusted R Square ,13140 Regression 3 2443,26166 814,42055
Standard Error 4,18114 Residual 901 15751,24396 17,48196
Durbin-Watson Test 1,71313 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,589539 ,146993 ,336825 10,814 ,0000
LNMAYOR ,096738 ,027264 ,110299 3,548 ,0004
OCUPAC ,419809 ,130013 ,100289 3,229 ,0013
(Constant) -8,004587 ,841224 -9,515 ,0000
Dependent Variable.. LNG71DPC
Multiple R ,38756 Analysis of Variance
R Square ,15020
Adjusted R Square ,14761 Regression 3 1372,71043 457,57014
Standard Error 2,81225 Residual 982 7766,38312 7,90874
Durbin-Watson Test 1,77462 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,108173 ,105745 ,332227 10,480 ,0000
LNMIEM -,266642 ,101052 -,083811 -2,639 ,0085
OCUPAC ,281078 ,084408 ,099005 3,330 ,0009
(Constant) -4,943053 ,690539 -7,158 ,0000
Dependent Variable.. LNG26DPC
Multiple R ,52210 Analysis of Variance
R Square ,27259
Adjusted R Square ,27162 Regression 2 1045,05444 522,52722
Standard Error 1,36305 Residual 1501 2788,73491 1,85792
Durbin-Watson Test 1,83398 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,858606 ,036463 ,518380 23,547 ,0000
LNPERC ,077572 ,026216 ,065140 2,959 ,0031
(Constant) -2,359565 ,205749 -11,468 ,0000
Dependent Variable.. LNG81DPC
Multiple R ,31734 Analysis of Variance
R Square ,10070
Adjusted R Square ,09678 Regression 3 871,42341 290,47447
Standard Error 3,36319 Residual 688 7782,01959 11,31107
Durbin-Watson Test 1,92232 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,903964 ,146491 ,231900 6,171 ,0000
LNMAYOR -,043541 ,018656 -,085225 -2,334 ,0199
LNMIEM -,557137 ,144746 -,145432 -3,849 ,0001
(Constant) -3,543765 ,943699 -3,755 ,0002
II. ESTRATO MEDIO
Dependent Variable.. LNG1DPC
Multiple R ,51265 Analysis of Variance
R Square ,26281 DF Sum of Squares Mean Square
Adjusted R Square ,26134 Regression 3 490,47914 163,49305
Standard Error ,95580 Residual 1506 1375,80697 ,91355
Durbin-Watson Test 2,00102 F = 178,96444 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,820852 ,036910 ,497045 22,239 ,0000
LNMUJER ,005802 ,002915 ,044446 1,991 ,0467
OCUPAC ,075494 ,028574 ,058724 2,642 ,0083
(Constant) -,008375 ,227242 -,037 ,9706
Dependent Variable.. LNG2DPC
Multiple R ,27107 Analysis of Variance
R Square ,07348 DF Sum of Squares Mean Square
Adjusted R Square ,07058 Regression 4 569,48106 142,37027
Standard Error 2,36945 Residual 1279 7180,71054 5,61432
Durbin-Watson Test 2,01334 F = 25,35843 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,932190 ,100121 ,258384 9,311 ,0000
LNPERC ,135404 ,055582 ,067917 2,436 ,0150
LNMUJER -,019140 ,007731 -,068264 -2,476 ,0134
OCUPAC -,279046 ,074350 -,101411 -3,753 ,0002
(Constant) -1,748245 ,628558 -2,781 ,0055
Dependent Variable.. LNG3DPC
Multiple R ,31297 Analysis of Variance
R Square ,09795 DF Sum of Squares Mean Square
Adjusted R Square ,09669 Regression 2 722,72617 361,36308
Standard Error 2,16191 Residual 1424 6655,59595 4,67387
Durbin-Watson Test 1,82452 F = 77,31555 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,092813 ,087945 ,319365 12,426 ,0000
LNPERC ,142703 ,047923 ,076531 2,978 ,0030
(Constant) -3,936442 ,552388 -7,126 ,0000
Dependent Variable.. LNG4DPC
Multiple R ,29576 Analysis of Variance
R Square ,08747 DF Sum of Squares Mean Square
Adjusted R Square ,08460 Regression 4 625,33832 156,33458
Standard Error 2,26377 Residual 1273 6523,66428 5,12464
Durbin-Watson Test 1,88300 F = 30,50646 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,884792 ,096752 ,254671 9,145 ,0000
LNMEN13 ,019064 ,006548 ,081990 2,912 ,0037
LNMIEM -,217528 ,073969 -,085475 -2,941 ,0033
OCUPAC ,144241 ,072551 ,053606 1,988 ,0470
(Constant) -2,958693 ,645796 -4,581 ,0000
Dependent Variable.. LNG5DPC
Multiple R ,51093 Analysis of Variance
R Square ,26105 DF Sum of Squares Mean Square
Adjusted R Square ,25909 Regression 4 1066,70675 266,67669
Standard Error 1,41597 Residual 1506 3019,50225 2,00498
Durbin-Watson Test 1,52414 F = 133,00705 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,028073 ,055521 ,420762 18,517 ,0000
LNPERC -,248395 ,030614 -,183343 -8,114 ,0000
LNMEN13 -,013612 ,003579 -,084857 -3,803 ,0001
OCUPAC ,089748 ,042404 ,047180 2,116 ,0345
(Constant) -2,846396 ,347256 -8,197 ,0000
Dependent Variable.. LNG6DPC
Multiple R ,50799 Analysis of Variance
R Square ,25805 DF Sum of Squares Mean Square
Adjusted R Square ,25608 Regression 4 446,11609 111,52902
Standard Error ,92349 Residual 1504 1282,67082 ,85284
Durbin-Watson Test 1,66747 F = 130,77373 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,421380 ,036457 ,265047 11,558 ,0000
LNPERC -,051111 ,026008 -,057999 -1,965 ,0496
LNMEN13 -,011219 ,002539 -,107485 -4,419 ,0000
LNMIEM -,336341 ,036311 -,290006 -9,263 ,0000
(Constant) 1,119371 ,240599 4,652 ,0000
Dependent Variable.. LNG41DPC
Multiple R ,28856 Analysis of Variance
R Square ,08327 DF Sum of Squares Mean Square
Adjusted R Square ,08036 Regression 3 1097,31909 365,77303
Standard Error 3,57552 Residual 945 12081,20964 12,78435
Durbin-Watson Test 1,94173 F = 28,61100 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,508785 ,178377 ,264697 8,458 ,0000
LNMAYOR -,035250 ,015295 -,071855 -2,305 ,0214
OCUPAC ,255333 ,129384 ,061717 1,973 ,0487
(Constant) -8,194621 1,102296 -7,434 ,0000
Dependent Variable.. LNG13DPC
Multiple R ,26425 Analysis of Variance
R Square ,06983 DF Sum of Squares Mean Square
Adjusted R Square ,06748 Regression 3 711,22720 237,07573
Standard Error 2,82284 Residual 1189 9474,46034 7,96843
Durbin-Watson Test 1,97587 F = 29,75188 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,783721 ,126334 ,177959 6,204 ,0000
LNMAYOR -,030251 ,011081 -,078931 -2,730 ,0064
LNMIEM -,392008 ,093280 -,124408 -4,202 ,0000
(Constant) -2,786464 ,831829 -3,350 ,0008
Dependent Variable.. LNG51DPC
Multiple R ,30157 Analysis of Variance
R Square ,09094 DF Sum of Squares Mean Square
Adjusted R Square ,08613 Regression 4 759,04950 189,76238
Standard Error 3,17010 Residual 755 7587,40395 10,04954
Durbin-Watson Test 1,90371 F = 18,88269 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,989614 ,169247 ,208879 5,847 ,0000
LNMAYOR -,046061 ,015716 -,104666 -2,931 ,0035
LNPERC -,260413 ,095201 -,099184 -2,735 ,0064
LNMEN13 -,022457 ,011148 -,070659 -2,014 ,0443
(Constant) -4,493384 1,066189 -4,214 ,0000
Dependent Variable.. LNG11DPC
Multiple R ,39449 Analysis of Variance
R Square ,15562 DF Sum of Squares Mean Square
Adjusted R Square ,15379 Regression 3 781,50525 260,50175
Standard Error 1,74787 Residual 1388 4240,40754 3,05505
Durbin-Watson Test 1,93402 F = 85,26926 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,947355 ,071660 ,337969 13,220 ,0000
LNPERC -,101199 ,049277 -,064624 -2,054 ,0402
LNMIEM -,173299 ,065841 -,083894 -2,632 ,0086
(Constant) -3,287192 ,473962 -6,936 ,0000
Dependent Variable.. LNG19DPC
Multiple R ,60021 Analysis of Variance
R Square ,36025 DF Sum of Squares Mean Square
Adjusted R Square ,34005 Regression 3 267,33363 89,11121
Standard Error 2,23544 Residual 95 474,73484 4,99721
Durbin-Watson Test 2,20126 F = 17,83220 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,526050 ,278401 ,458899 5,481 ,0000
LNPERC -,439002 ,156123 -,234987 -2,812 ,0060
LNMEN13 -,054731 ,021176 -,212984 -2,585 ,0113
(Constant) -6,165836 1,782917 -3,458 ,0008
Dependent Variable.. LNG20DPC
Multiple R ,38072 Analysis of Variance
R Square ,14495
Adjusted R Square ,14259 Regression 4 494,55397 123,63849
Standard Error 1,41990 Residual 1447 2917,31891 2,01612
Durbin-Watson Test = 1,86179 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,729304 ,056768 ,323268 12,847 ,0000
LNPERC ,363041 ,039260 ,287336 9,247 ,0000
LNMIEM -,261987 ,052167 -,157733 -5,022 ,0000
OCUPAC -,103296 ,043017 -,058607 -2,401 ,0165
(Constant) -,561365 ,374037 -1,501 ,1336
Dependent Variable.. LNG61DPC
Multiple R ,39858 Analysis of Variance
R Square ,15887
Adjusted R Square ,15120 Regression 4 663,92096 165,98024
Standard Error 2,82972 Residual 439 3515,22088 8,00734
Durbin-Watson Test = 1,97548 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,922418 ,203501 ,202736 4,533 ,0000
LNPERC -,386140 ,103432 -,167866 -3,733 ,0002
LNMEN13 -,046285 ,012316 -,166106 -3,758 ,0002
OCUPAC ,606405 ,177191 ,151690 3,422 ,0007
(Constant) -4,075561 1,295150 -3,147 ,0018
Dependent Variable.. LNG25DPC
Multiple R ,32346 Analysis of Variance
R Square ,10462
Adjusted R Square ,10192 Regression 3 1947,64789 649,21596
Standard Error 4,09291 Residual 995 16668,18375 16,75194
Durbin-Watson Test 1,78664 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,930703 ,204904 ,295012 9,422 ,0000
LNPERC -,631328 ,134700 -,182958 -4,687 ,0000
LNMIEM ,809396 ,188111 ,170952 4,303 ,0000
(Constant) -10,483922 1,370326 -7,651 ,0000
Dependent Variable.. LNG71DPC
Multiple R ,33020 Analysis of Variance
R Square ,10903
Adjusted R Square ,10760 Regression 2 1110,88876 555,44438
Standard Error 2,69594 Residual 1249 9077,81836 7,26807
Durbin-Watson Test 1,88760 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,364408 ,114334 ,320395 11,933 ,0000
LNMEN13 -,014855 ,007438 -,053625 -1,997 ,0460
(Constant) -6,628787 ,706102 -9,388 ,0000
Dependent Variable.. LNG26DPC
Multiple R ,43955 Analysis of Variance
R Square ,19321
Adjusted R Square ,19160 Regression 3 553,98495 184,66165
Standard Error 1,23938 Residual 1506 2313,31392 1,53607
Durbin-Watson Test 1,91640 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,860732 ,048503 ,420530 17,746 ,0000
LNPERC ,124882 ,026777 ,110038 4,664 ,0000
LNMEN13 -,015386 ,003125 -,114467 -4,923 ,0000
(Constant) -2,384892 ,303713 -7,852 ,0000
Dependent Variable.. LNG81DPC
Multiple R ,28692 Analysis of Variance
R Square ,08232
Adjusted R Square ,08033 Regression 2 768,51550 384,25775
Standard Error 3,05151 Residual 920 8566,78098 9,31172
Durbin-Watson Test 1,89020 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,295487 ,151702 ,271042 8,540 ,0000
OCUPAC ,245141 ,109565 ,071013 2,237 ,0255
(Constant) -7,121921 ,936700 -7,603 ,0000
III. ESTRATO ALTO
Dependent Variable.. LNG1DPC
Multiple R ,41830 Analysis of Variance
R Square ,17497 DF Sum of Squares Mean Square
Adjusted R Square ,17277 Regression 4 471,93356 117,98339
Standard Error 1,21920 Residual 1497 2225,22090 1,48645
Durbin-Watson Test 1,78901 F = 79,37240 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,553593 ,034021 ,393422 16,272 ,0000
LNMAYOR ,011664 ,004115 ,075502 2,834 ,0047
LNMEN13 -,005680 ,003373 -,042823 -1,684 ,0924
LNMIEM -,105921 ,043667 -,068481 -2,426 ,0154
(Constant) 1,825509 ,252656 7,225 ,0000
Dependent Variable.. LNG2DPC
Multiple R ,36081 Analysis of Variance
R Square ,13019 DF Sum of Squares Mean Square
Adjusted R Square ,12689 Regression 5 864,00418 172,80084
Standard Error 2,09122 Residual 1320 5772,61752 4,37320
Durbin-Watson Test 1,98051 F = 39,51364 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,602084 ,063629 ,255494 9,462 ,0000
LNPERC ,546688 ,064972 ,267930 8,414 ,0000
LNMEN13 ,023726 ,006425 ,107755 3,693 ,0002
LNMIEM -,765857 ,086553 -,297548 -8,848 ,0000
OCUPAC -,265265 ,118329 -,058375 -2,242 ,0251
(Constant) 1,348651 ,467946 2,882 ,0040
Dependent Variable.. LNG3DPC
Multiple R ,47741 Analysis of Variance
R Square ,22792 DF Sum of Squares Mean Square
Adjusted R Square ,22569 Regression 4 1403,24092 350,81023
Standard Error 1,85128 Residual 1387 4753,60028 3,42725
Durbin-Watson Test 1,89313 F = 102,35900 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,087694 ,054080 ,496605 20,113 ,0000
LNPERC ,143550 ,046641 ,074735 3,078 ,0021
LNMEN13 ,011636 ,004990 ,056167 2,332 ,0198
OCUPAC -,259338 ,104807 -,058683 -2,474 ,0135
(Constant) -3,568452 ,380673 -9,374 ,0000
Dependent Variable.. LNG4DPC
Multiple R ,32392 Analysis of Variance
R Square ,10493 DF Sum of Squares Mean Square
Adjusted R Square ,10350 Regression 2 636,59967 318,29984
Standard Error 2,08267 Residual 1252 5430,56078 4,33751
Durbin-Watson Test 1,82549 F = 73,38310 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,751337 ,062374 ,325954 12,046 ,0000
LNMEN13 ,018215 ,005821 ,084673 3,129 ,0018
(Constant) -2,341698 ,422630 -5,541 ,0000
Dependent Variable.. LNG5DPC
Multiple R ,64394 Analysis of Variance
R Square ,41466 DF Sum of Squares Mean Square
Adjusted R Square ,41310 Regression 4 2216,17004 554,04251
Standard Error 1,44129 Residual 1506 3128,43500 2,07731
Durbin-Watson Test 1,51164 F = 266,71100 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,151455 ,040399 ,584358 28,502 ,0000
LNPERC -,138529 ,039517 -,080189 -3,506 ,0005
LNMIEM -,201488 ,049726 -,092945 -4,052 ,0001
OCUPAC ,157781 ,078212 ,040243 2,017 ,0438
(Constant) -3,365389 ,299026 -11,255 ,0000
Dependent Variable.. LNG6DPC
Multiple R ,54657 Analysis of Variance
R Square ,29874 DF Sum of Squares Mean Square
Adjusted R Square ,29687 Regression 4 476,92619 119,23155
Standard Error ,86393 Residual 1500 1119,55925 ,74637
Durbin-Watson Test 1,69464 F = 159,74797 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,215150 ,024136 ,199740 8,914 ,0000
LNMEN13 -,005300 ,002379 -,052017 -2,228 ,0260
LNMIEM -,518088 ,028212 -,434910 -18,364 ,0000
OCUPAC ,205396 ,046992 ,095232 4,371 ,0000
(Constant) 2,546258 ,178885 14,234 ,0000
Dependent Variable.. LNG11DPC
Multiple R ,44629 Analysis of Variance
R Square ,19917 DF Sum of Squares Mean Square
Adjusted R Square ,19734 Regression 3 1018,81198 339,60399
Standard Error 1,76631 Residual 1313 4096,37534 3,11986
Durbin-Watson Test 1,98416 F = 108,85234 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,839403 ,052779 ,404273 15,904 ,0000
LNMEN13 ,011351 ,005154 ,058556 2,202 ,0278
LNMIEM -,331987 ,061719 -,144479 -5,379 ,0000
(Constant) -2,432892 ,389428 -6,247 ,0000
Dependent Variable.. LNG41DPC
Multiple R ,54368 Analysis of Variance
R Square ,29558 DF Sum of Squares Mean Square
Adjusted R Square ,29309 Regression 4 5448,14545 1362,03636
Standard Error 3,38670 Residual 1132 12983,73185 11,46973
Durbin-Watson Test 1,76391 F = 118,75054 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 2,106715 ,108373 ,505914 19,439 ,0000
LNMAYOR -,046135 ,012894 -,100011 -3,578 ,0004
LNPERC -,696990 ,103604 -,191647 -6,727 ,0000
LNMIEM 1,045418 ,146085 ,225420 7,156 ,0000
(Constant) -12,676130 ,818977 -15,478 ,0000
Dependent Variable.. LNG13DPC
Multiple R ,36067 Analysis of Variance
R Square ,13008 DF Sum of Squares Mean Square
Adjusted R Square ,12864 Regression 2 1249,16274 624,58137
Standard Error 2,63186 Residual 1206 8353,58294 6,92669
Durbin-Watson Test 1,87210 F = 90,17031 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,872416 ,080369 ,298246 10,855 ,0000
LNMIEM -,494924 ,090987 -,149452 -5,440 ,0000
(Constant) -3,135568 ,597026 -5,252 ,0000
Dependent Variable.. LNG51DPC
Multiple R ,52735 Analysis of Variance
R Square ,27810 DF Sum of Squares Mean Square
Adjusted R Square ,27480 Regression 4 2401,00316 600,25079
Standard Error 2,66738 Residual 876 6232,65588 7,11490
Durbin-Watson Test 1,98048 F = 84,36527 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,418034 ,097013 ,440999 14,617 ,0000
LNPERC -,463438 ,083816 -,162770 -5,529 ,0000
LNMEN13 -,022362 ,009007 -,073165 -2,483 ,0132
OCUPAC ,448128 ,197769 ,065530 2,266 ,0237
(Constant) -7,390097 ,685192 -10,785 ,0000
Dependent Variable.. LNG19DPC
Multiple R ,48448 Analysis of Variance
R Square ,23472
Adjusted R Square ,22991 Regression 3 767,11382 255,70461
Standard Error 2,28983 Residual 477 2501,07456 5,24334
Durbin-Watson Test = 1,65565 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,920407 ,100184 ,385065 9,187 ,0000
LNMIEM -,652706 ,142121 -,193059 -4,593 ,0000
OCUPAC ,980132 ,482532 ,081836 2,031 ,0428
(Constant) -2,268140 ,901701 -2,515 ,0122
Dependent Variable.. LNG20DPC
Multiple R ,38318 Analysis of Variance
R Square ,14683
Adjusted R Square ,14496 Regression 3 582,63653 194,21218
Standard Error 1,57085 Residual 1372 3385,52106 2,46758
Durbin-Watson Test = 1,86339 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,588376 ,047904 ,317089 12,282 ,0000
LNPERC ,434462 ,045166 ,279209 9,619 ,0000
LNMIEM -,305069 ,057495 -,155433 -5,306 ,0000
(Constant) ,187601 ,352534 ,532 ,5947
Dependent Variable.. LNG61DPC
Multiple R ,49860 Analysis of Variance
R Square ,24860
Adjusted R Square ,24437 Regression 5 1273,32365 254,66473
Standard Error 2,08300 Residual 887 3848,59697 4,33889
Durbin-Watson Test 1,76244 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,999186 ,073202 ,418877 13,650 ,0000
LNMUJER ,026687 ,010712 ,074180 2,491 ,0129
LNMEN13 -,017719 ,007243 -,076889 -2,446 ,0146
LNMIEM -,302361 ,093053 -,105166 -3,249 ,0012
OCUPAC ,422281 ,186164 ,067197 2,268 ,0235
(Constant) -3,896869 ,580002 -6,719 ,0000
Dependent Variable.. LNG25DPC
Multiple R ,50059 Analysis of Variance
R Square ,25059
Adjusted R Square ,24677 Regression 5 4182,92712 836,58542
Standard Error 3,57457 Residual 979 12509,18816 12,77752
Durbin-Watson Test = 1,59240 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,776978 ,125225 ,411747 14,190 ,0000
LNMAYOR ,071381 ,017118 ,126180 4,170 ,0000
LNPERC -,615912 ,117340 -,169972 -5,249 ,0000
LNMUJER ,035467 ,017496 ,059556 2,027 ,0429
LNMIEM 1,235855 ,171969 ,241292 7,186 ,0000
(Constant) -10,176148 ,938512 -10,843 ,0000
Dependent Variable.. LNG71DPC
Multiple R ,47502 Analysis of Variance
R Square ,22565
Adjusted R Square ,22340 Regression 4 2145,74864 536,43716
Standard Error 2,31163 Residual 1378 7363,50032 5,34361
Durbin-Watson Test 1,86748 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,323347 ,067435 ,483482 19,624 ,0000
LNMAYOR -,020040 ,008261 -,065803 -2,426 ,0154
LNMUJER -,019065 ,009188 -,051010 -2,075 ,0382
LNMIEM ,243224 ,083693 ,079343 2,906 ,0037
(Constant) -6,499571 ,505306 -12,863 ,0000
Dependent Variable.. LNG26DPC
Multiple R ,45085 Analysis of Variance
R Square ,20327
Adjusted R Square ,20167 Regression 3 671,79349 223,93116
Standard Error 1,32627 Residual 1497 2633,21192 1,75899
Durbin-Watson Test 1,76771 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC ,641974 ,037178 ,412524 17,268 ,0000
LNPERC ,227806 ,036258 ,167433 6,283 ,0000
LNMIEM -,306692 ,045732 -,178756 -6,706 ,0000
(Constant) -,471608 ,274450 -1,718 ,0859
Dependent Variable.. LNG81DPC
Multiple R ,41385 Analysis of Variance
R Square ,17127
Adjusted R Square ,17047 Regression 1 1905,73540 1905,73540
Standard Error 2,99068 Residual 1031 9221,41889 8,94415
Durbin-Watson Test = 2,01198 Signif F = ,0000
Variable B SE B Beta T Sig T
LNGASDPC 1,400547 ,095948 ,413846 14,597 ,0000
(Constant) -7,418090 ,656544 -11,299 ,0000
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