R语句
s<-read_dta("C:/Users/22004/Desktop/ol.dta")
fit5<-lm(h$xwf~h$fz+h$mz+h$sz+h$ds+h$year+h$sex+h$fs+h$sc+h$yy,data=h)
summary(fit5)
R结果
Call:
lm(formula = h$xwf ~ h$fz + h$mz + h$sz + h$ds + h$year + h$sex +
h$fs + h$sc + h$yy, data = h)
Residuals:
Min 1Q Median 3Q Max
-6.1183 -1.3565 -0.3746 0.8695 18.7929
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 6.38101 0.35198 18.129 < 2e-16 ***
h$fz 0.22887 0.15607 1.466 0.142554
h$mz -0.11383 0.11700 -0.973 0.330624
h$sz 0.28133 0.07984 3.524 0.000427 ***
h$ds0 0.37671 0.20754 1.815 0.069532 .
h$ds1 0.05444 0.20875 0.261 0.794255
h$year13 -0.02058 0.22838 -0.090 0.928208
h$year14 -0.06760 0.16230 -0.416 0.677055
h$year15 0.05658 0.16292 0.347 0.728356
h$year16 0.17808 0.18472 0.964 0.335025
h$year17 0.52132 0.28401 1.836 0.066456 .
h$year18 1.39762 0.98448 1.420 0.155740
h$year19 -2.42164 1.62219 -1.493 0.135519
h$sex 0.74475 0.04970 14.986 < 2e-16 ***
h$fs0 0.81283 0.25460 3.193 0.001415 **
h$fs1 -0.66715 0.18101 -3.686 0.000229 ***
h$fs10 -0.39939 0.13122 -3.044 0.002344 **
h$fs11 -0.12405 0.22749 -0.545 0.585571
h$fs12 -0.09709 0.19471 -0.499 0.618040
h$fs13 0.24193 0.24043 1.006 0.314336
h$fs14 -0.85058 0.34581 -2.460 0.013923 *
h$fs15 -0.35817 0.18826 -1.902 0.057139 .
h$fs16 -0.53496 0.36018 -1.485 0.137506
h$fs17 0.54810 0.42918 1.277 0.201607
h$fs18 -0.17918 0.32558 -0.550 0.582092
h$fs19 0.58397 0.43618 1.339 0.180659
h$fs2 -0.27598 0.14537 -1.899 0.057655 .
h$fs20 -0.21308 0.16806 -1.268 0.204874
h$fs21 0.10586 0.51007 0.208 0.835600
h$fs22 -0.87037 0.54675 -1.592 0.111441
h$fs23 -0.63812 0.45191 -1.412 0.157974
h$fs24 -0.16103 0.61726 -0.261 0.794197
h$fs25 -0.07485 0.40042 -0.187 0.851719
h$fs26 -0.50372 0.86315 -0.584 0.559517
h$fs27 -0.15089 0.69244 -0.218 0.827500
h$fs28 -0.03444 0.76387 -0.045 0.964039
h$fs29 -0.34019 0.61599 -0.552 0.580784
h$fs3 -0.14559 0.13462 -1.082 0.279489
h$fs30 -0.50339 0.26279 -1.916 0.055454 .
h$fs31 -0.63376 1.31774 -0.481 0.630566
h$fs32 -1.50228 1.14268 -1.315 0.188646
h$fs33 -0.10799 0.86558 -0.125 0.900716
h$fs34 -0.71993 0.93594 -0.769 0.441795
h$fs35 -1.25564 0.69218 -1.814 0.069706 .
h$fs36 -1.20284 0.76383 -1.575 0.115350
h$fs37 3.33210 1.02459 3.252 0.001150 **
h$fs38 -1.86760 0.93594 -1.995 0.046026 *
h$fs39 -1.10786 1.14028 -0.972 0.331292
h$fs4 -0.37522 0.13948 -2.690 0.007154 **
h$fs40 -0.10354 0.45416 -0.228 0.819671
h$fs41 0.58669 1.68696 0.348 0.728015
h$fs42 0.48841 0.86972 0.562 0.574424
h$fs43 -1.03437 0.80918 -1.278 0.201180
h$fs44 -1.19756 1.02397 -1.170 0.242222
h$fs45 0.10785 0.76400 0.141 0.887743
h$fs46 0.06704 1.31207 0.051 0.959251
h$fs47 -1.10292 1.31988 -0.836 0.403387
h$fs48 -2.51784 1.60419 -1.570 0.116558
h$fs49 -1.87652 0.76467 -2.454 0.014145 *
h$fs5 -0.29630 0.12444 -2.381 0.017280 *
h$fs50 0.10315 0.32324 0.319 0.749638
h$fs51 -1.17745 1.14074 -1.032 0.302013
h$fs52 -0.69204 0.93453 -0.741 0.459002
h$fs53 1.49813 0.81314 1.842 0.065450 .
h$fs54 -0.08374 0.76646 -0.109 0.912997
h$fs55 -0.74949 1.01844 -0.736 0.461801
h$fs56 -0.43798 1.02469 -0.427 0.669080
h$fs57 -2.65998 1.32816 -2.003 0.045233 *
h$fs58 -1.00364 1.65240 -0.607 0.543611
h$fs59 -1.99183 0.93231 -2.136 0.032669 *
h$fs6 -0.25199 0.14526 -1.735 0.082816 .
h$fs60 -0.06006 0.64106 -0.094 0.925364
h$fs62 -0.91608 1.13797 -0.805 0.420832
h$fs63 0.60794 1.60352 0.379 0.704604
h$fs64 -0.80121 2.26243 -0.354 0.723245
h$fs65 1.36327 1.61956 0.842 0.399946
h$fs66 0.08620 1.31123 0.066 0.947587
h$fs67 0.43702 2.31877 0.188 0.850512
h$fs68 -2.61717 2.26469 -1.156 0.247858
h$fs7 -0.01140 0.15445 -0.074 0.941152
h$fs70 -1.46481 0.81081 -1.807 0.070858 .
h$fs71 -2.74453 2.27055 -1.209 0.226790
h$fs72 0.06930 1.62760 0.043 0.966039
h$fs75 1.35471 1.31050 1.034 0.301285
h$fs76 -2.15524 2.26552 -0.951 0.341467
h$fs77 -1.96705 2.27055 -0.866 0.386332
h$fs78 -1.34408 1.61170 -0.834 0.404331
h$fs79 0.44804 2.26816 0.198 0.843413
h$fs8 -0.18939 0.15543 -1.219 0.223058
h$fs80 0.87681 0.94353 0.929 0.352768
h$fs81 -3.22813 2.27034 -1.422 0.155097
h$fs82 -0.26882 2.27649 -0.118 0.906004
h$fs83 6.45517 1.60555 4.021 5.85e-05 ***
h$fs85 1.84968 1.67664 1.103 0.269965
h$fs87 -0.24421 1.31150 -0.186 0.852286
h$fs88 0.82004 1.31528 0.623 0.532990
h$fs89 -0.92810 2.31317 -0.401 0.688265
h$fs9 -0.57654 0.19902 -2.897 0.003777 **
h$fs90 -0.86928 0.69509 -1.251 0.211114
h$fs95 -0.37261 1.31336 -0.284 0.776641
h$fs96 -4.27745 2.32037 -1.843 0.065298 .
h$fs98 -0.22153 0.93341 -0.237 0.812407
h$fs99 0.31237 0.19754 1.581 0.113847
h$sc0 -0.09847 2.26490 -0.043 0.965322
h$sc10 -0.54037 1.08854 -0.496 0.619616
h$sc100 -0.23256 0.30920 -0.752 0.451995
h$sc101 -0.20706 0.32178 -0.643 0.519920
h$sc102 -0.46469 0.34427 -1.350 0.177120
h$sc103 -0.62867 0.33053 -1.902 0.057201 .
h$sc104 -0.07272 0.32525 -0.224 0.823074
h$sc105 -0.31627 0.32168 -0.983 0.325536
h$sc106 -0.51165 0.38164 -1.341 0.180070
h$sc107 -0.21285 0.35438 -0.601 0.548104
h$sc108 -0.67075 0.33788 -1.985 0.047153 *
h$sc109 -0.58243 0.36039 -1.616 0.106101
h$sc11 3.92246 1.15283 3.402 0.000671 ***
h$sc110 -0.48873 0.40670 -1.202 0.229509
h$sc111 -0.93260 0.39264 -2.375 0.017561 *
h$sc112 -0.29873 0.44749 -0.668 0.504431
h$sc113 0.16323 0.44816 0.364 0.715699
h$sc114 -0.25886 0.44390 -0.583 0.559800
h$sc115 -0.40988 0.42872 -0.956 0.339066
h$sc116 -0.54890 0.49309 -1.113 0.265653
h$sc117 -0.39151 0.53740 -0.729 0.466304
h$sc118 -0.54449 0.43742 -1.245 0.213245
h$sc119 -0.78193 0.51738 -1.511 0.130737
h$sc12 -0.28947 0.94763 -0.305 0.760017
h$sc120 -0.30663 0.50831 -0.603 0.546370
h$sc121 -0.62900 0.48475 -1.298 0.194466
h$sc122 -0.74638 0.47768 -1.562 0.118205
h$sc123 -0.35649 0.56091 -0.636 0.525076
h$sc124 -0.91893 0.49333 -1.863 0.062535 .
h$sc125 -0.08858 0.53797 -0.165 0.869224
h$sc126 -0.99996 0.58821 -1.700 0.089166 .
h$sc127 -1.36069 0.68654 -1.982 0.047514 *
h$sc128 -0.75967 0.53727 -1.414 0.157410
h$sc129 -1.16469 0.62162 -1.874 0.061015 .
h$sc13 -2.97096 1.68038 -1.768 0.077089 .
h$sc130 -0.66185 0.83464 -0.793 0.427814
h$sc131 -1.09176 0.53717 -2.032 0.042138 *
h$sc132 -1.22968 0.62091 -1.980 0.047683 *
h$sc133 -1.16454 0.59335 -1.963 0.049716 *
h$sc134 -0.58306 0.78287 -0.745 0.456429
h$sc135 -0.73591 0.82589 -0.891 0.372931
h$sc136 -1.07622 0.66455 -1.619 0.105383
h$sc137 -1.45613 0.85116 -1.711 0.087161 .
h$sc138 -0.62286 0.68576 -0.908 0.363755
h$sc139 -0.41601 0.68624 -0.606 0.544380
h$sc14 0.01765 1.32274 0.013 0.989354
h$sc140 -1.36586 0.88008 -1.552 0.120706
h$sc141 -0.34976 1.31976 -0.265 0.791000
h$sc142 -1.18517 0.74525 -1.590 0.111801
h$sc143 -1.31342 0.88246 -1.488 0.136688
h$sc144 -1.04278 0.87980 -1.185 0.235950
h$sc145 -0.52483 1.60970 -0.326 0.744400
h$sc146 -0.53105 1.60992 -0.330 0.741514
h$sc147 -1.38210 2.26629 -0.610 0.541976
h$sc15 0.94988 0.68867 1.379 0.167837
h$sc16 2.02829 0.66303 3.059 0.002226 **
h$sc17 1.30597 0.79037 1.652 0.098496 .
h$sc18 2.93375 0.64030 4.582 4.67e-06 ***
h$sc19 0.77960 0.64044 1.217 0.223523
h$sc2 13.89802 2.54418 5.463 4.81e-08 ***
h$sc20 1.14709 0.57392 1.999 0.045672 *
h$sc21 1.08060 0.62739 1.722 0.085033 .
h$sc22 0.71369 0.57436 1.243 0.214059
h$sc23 -0.57659 0.57518 -1.002 0.316145
h$sc24 1.53234 0.58035 2.640 0.008295 **
h$sc25 0.89310 0.53692 1.663 0.096270 .
h$sc26 1.61771 0.54839 2.950 0.003186 **
h$sc27 0.11085 0.55207 0.201 0.840873
h$sc28 1.37781 0.47699 2.889 0.003879 **
h$sc29 1.43854 0.48950 2.939 0.003303 **
h$sc30 1.73864 0.40855 4.256 2.11e-05 ***
h$sc31 0.57740 0.50449 1.145 0.252437
h$sc32 0.41607 0.37709 1.103 0.269889
h$sc33 0.91424 0.47298 1.933 0.053273 .
h$sc34 0.71722 0.40565 1.768 0.077080 .
h$sc35 1.12047 0.41482 2.701 0.006924 **
h$sc36 0.64873 0.38274 1.695 0.090114 .
h$sc37 0.54370 0.36479 1.490 0.136139
h$sc38 0.82985 0.36742 2.259 0.023931 *
h$sc39 1.35043 0.36379 3.712 0.000207 ***
h$sc40 0.44226 0.36615 1.208 0.227120
h$sc41 0.47879 0.33657 1.423 0.154901
h$sc42 0.43882 0.35097 1.250 0.211217
h$sc43 0.43182 0.34526 1.251 0.211081
h$sc44 0.66252 0.36065 1.837 0.066245 .
h$sc45 0.07819 0.36013 0.217 0.828120
h$sc46 0.34706 0.36122 0.961 0.336679
h$sc47 0.23307 0.33711 0.691 0.489353
h$sc48 0.47127 0.35954 1.311 0.189981
h$sc49 0.23154 0.33656 0.688 0.491485
h$sc5 -1.44100 2.26641 -0.636 0.524918
h$sc50 0.22278 0.34383 0.648 0.517037
h$sc51 0.51265 0.32991 1.554 0.120235
h$sc52 0.64380 0.33227 1.938 0.052705 .
h$sc53 0.54051 0.33670 1.605 0.108463
h$sc54 0.87002 0.35414 2.457 0.014040 *
h$sc55 0.12307 0.33351 0.369 0.712122
[ reached getOption("max.print") -- omitted 48 rows ]
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 2.254 on 9081 degrees of freedom
Multiple R-squared: 0.1413, Adjusted R-squared: 0.1179
F-statistic: 6.05 on 247 and 9081 DF, p-value: < 2.2e-16
stata命令及结果
