Model Summary M2 2018-03-07 10:54:52 :
Prosessi pvm 2018-03-07
Call:
lm(formula = mf, data = na.omit(D[, MVARS]))
Residuals:
Min 1Q Median 3Q Max
-1.420 -0.149 -0.011 0.141 2.379
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 7.841141 0.006349 1235.12 < 0.0000000000000002 ***
factor(AIKA)-3 0.029792 0.005841 5.10 0.0000003403308709 ***
factor(AIKA)-2 0.030577 0.006089 5.02 0.0000005143193189 ***
factor(AIKA)-1 0.021280 0.005852 3.64 0.00028 ***
factor(AIKA)0 0.030707 0.005763 5.33 0.0000000995535613 ***
factor(AIKA)1 0.028048 0.006062 4.63 0.0000037194643698 ***
factor(AIKA)2 0.029938 0.007011 4.27 0.0000195661472943 ***
factor(AIKA)3 0.033818 0.006942 4.87 0.0000011090323469 ***
factor(AIKA)4 0.042266 0.007843 5.39 0.0000000710170205 ***
factor(AIKA)5 0.069502 0.008680 8.01 0.0000000000000012 ***
factor(SUKUP)Nainen -0.216678 0.005364 -40.40 < 0.0000000000000002 ***
TyonAikaTiheys 0.601506 0.009888 60.83 < 0.0000000000000002 ***
factor(AIKA)-3:factor(SUKUP)Nainen -0.008991 0.008477 -1.06 0.28886
factor(AIKA)-2:factor(SUKUP)Nainen 0.007055 0.008473 0.83 0.40506
factor(AIKA)-1:factor(SUKUP)Nainen 0.007316 0.008054 0.91 0.36364
factor(AIKA)0:factor(SUKUP)Nainen 0.001221 0.008100 0.15 0.88016
factor(AIKA)1:factor(SUKUP)Nainen 0.006702 0.008508 0.79 0.43085
factor(AIKA)2:factor(SUKUP)Nainen 0.007262 0.009791 0.74 0.45827
factor(AIKA)3:factor(SUKUP)Nainen 0.023063 0.009770 2.36 0.01824 *
factor(AIKA)4:factor(SUKUP)Nainen 0.013560 0.010879 1.25 0.21262
factor(AIKA)5:factor(SUKUP)Nainen -0.000266 0.012055 -0.02 0.98238
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.258 on 55636 degrees of freedom
Multiple R-squared: 0.217, Adjusted R-squared: 0.217
F-statistic: 772 on 20 and 55636 DF, p-value: <0.0000000000000002
Row.names Estimate Std. Error t value Pr(>|t|) 2.5 % 97.5 %
1 (Intercept) 7.8411411 0.006349 1235.11581 0.000000000000000000 7.828698 7.853584
2 factor(AIKA)-3 0.0297917 0.005841 5.10024 0.000000340330870912 0.018343 0.041241
3 factor(AIKA)-2 0.0305771 0.006089 5.02148 0.000000514319318891 0.018642 0.042512
4 factor(AIKA)-1 0.0212802 0.005852 3.63647 0.000276644267357773 0.009810 0.032750
5 factor(AIKA)0 0.0307068 0.005763 5.32824 0.000000099553561280 0.019411 0.042002
6 factor(AIKA)1 0.0280476 0.006062 4.62694 0.000003719464369790 0.016166 0.039929
7 factor(AIKA)2 0.0299383 0.007011 4.27015 0.000019566147294263 0.016197 0.043680
8 factor(AIKA)3 0.0338176 0.006942 4.87178 0.000001109032346895 0.020212 0.047423
9 factor(AIKA)4 0.0422659 0.007843 5.38931 0.000000071017020541 0.026894 0.057637
10 factor(AIKA)5 0.0695020 0.008680 8.00759 0.000000000000001192 0.052490 0.086514
11 factor(SUKUP)Nainen -0.2166783 0.005364 -40.39561 0.000000000000000000 -0.227192 -0.206165
12 TyonAikaTiheys 0.6015059 0.009888 60.82973 0.000000000000000000 0.582125 0.620887
13 factor(AIKA)-3:factor(SUKUP)Nainen -0.0089907 0.008477 -1.06063 0.288863789489906597 -0.025605 0.007624
14 factor(AIKA)-2:factor(SUKUP)Nainen 0.0070552 0.008473 0.83262 0.405059895470685105 -0.009553 0.023663
15 factor(AIKA)-1:factor(SUKUP)Nainen 0.0073165 0.008054 0.90846 0.363638991953051272 -0.008469 0.023102
16 factor(AIKA)0:factor(SUKUP)Nainen 0.0012212 0.008100 0.15077 0.880156488691877792 -0.014655 0.017097
17 factor(AIKA)1:factor(SUKUP)Nainen 0.0067023 0.008508 0.78774 0.430854732721583478 -0.009974 0.023379
18 factor(AIKA)2:factor(SUKUP)Nainen 0.0072623 0.009791 0.74170 0.458273028619777589 -0.011929 0.026454
19 factor(AIKA)3:factor(SUKUP)Nainen 0.0230630 0.009770 2.36069 0.018244160390061707 0.003915 0.042212
20 factor(AIKA)4:factor(SUKUP)Nainen 0.0135599 0.010879 1.24642 0.212616692352376513 -0.007763 0.034883
21 factor(AIKA)5:factor(SUKUP)Nainen -0.0002662 0.012055 -0.02208 0.982381941364389499 -0.023894 0.023361
$PALKKA
Yname GROUP ByName min f005 f01 f025 f05 f10 f25 mean median f75 f90 f95 f975 f99 f995 m_trimmed02 m_trimmed05 max sum sd
1 PALKKA 0 ByR 801.6 1243 1450 1838 2071 2278 2647 3294 3128 3739 4547 5163 5609 6319 7146 3258 3231 23012 23694468 1012.9
2 PALKKA 1 ByR 816.4 1225 1428 1837 2041 2245 2653 3300 3123 3763 4563 5174 5776 6654 7752 3259 3229 11961 20073276 1028.9
3 PALKKA -1 ByR 848.6 1286 1512 1849 2034 2236 2609 3235 3069 3661 4419 5004 5579 6389 6995 3193 3163 24703 24094742 1028.8
4 PALKKA 2 ByR 808.0 1258 1433 1813 2040 2264 2661 3300 3141 3740 4485 5069 5676 6401 7248 3259 3233 23837 13079322 1048.9
5 PALKKA -2 ByR 804.2 1266 1481 1871 2093 2286 2644 3294 3136 3722 4462 5112 5669 6522 7366 3248 3218 29211 20395997 1092.6
6 PALKKA 3 ByR 951.4 1352 1518 1831 2105 2328 2713 3344 3178 3785 4575 5145 5697 6386 7309 3306 3280 17408 13315767 1012.0
7 PALKKA -3 ByR 802.8 1135 1362 1764 2007 2263 2654 3311 3159 3791 4594 5176 5703 6446 7077 3280 3253 13826 20414453 1009.9
8 PALKKA 4 ByR 806.5 1300 1455 1855 2100 2307 2699 3310 3148 3732 4443 5093 5724 6635 7201 3272 3244 13076 9856395 984.5
9 PALKKA -4 ByR 825.2 1115 1366 1722 1974 2187 2565 3244 3044 3675 4462 5129 5739 6858 7742 3184 3152 30108 30378987 1234.9
10 PALKKA 5 ByR 800.8 1245 1411 1877 2181 2361 2741 3376 3203 3804 4556 5205 5899 6764 7464 3327 3296 23110 7732095 1119.1
n n_miss bs_mean bs_sd bs_005 bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 7194 0 NA NA NA NA NA NA NA NA 4946 3211 2502
2 6082 0 NA NA NA NA NA NA NA NA 2106 3479 2244
3 7447 0 NA NA NA NA NA NA NA NA 4932 4621 2436
4 3963 0 NA NA NA NA NA NA NA NA 4464 3535 1674
5 6191 0 NA NA NA NA NA NA NA NA 3878 3966 2257
6 3982 0 NA NA NA NA NA NA NA NA 3269 2601 1649
7 6165 0 NA NA NA NA NA NA NA NA 4080 3046 2358
8 2978 0 NA NA NA NA NA NA NA NA 3227 3207 1410
9 9365 0 NA NA NA NA NA NA NA NA 4058 3495 2630
10 2290 0 NA NA NA NA NA NA NA NA 2202 3740 1139
$AIKA
Yname GROUP ByName min f005 f01 f025 f05 f10 f25 mean median f75 f90 f95 f975 f99 f995 m_trimmed02 m_trimmed05 max sum sd n n_miss bs_mean
1 AIKA 0 ByR 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7194 0 NA
2 AIKA 1 ByR 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 6082 0 6082 0 NA
3 AIKA -1 ByR -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -7447 0 7447 0 NA
4 AIKA 2 ByR 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 7926 0 3963 0 NA
5 AIKA -2 ByR -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -12382 0 6191 0 NA
6 AIKA 3 ByR 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 11946 0 3982 0 NA
7 AIKA -3 ByR -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -18495 0 6165 0 NA
8 AIKA 4 ByR 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 11912 0 2978 0 NA
9 AIKA -4 ByR -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -37460 0 9365 0 NA
10 AIKA 5 ByR 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 11450 0 2290 0 NA
bs_sd bs_005 bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 NA NA NA NA NA NA NA 0 0 1
2 NA NA NA NA NA NA NA 1 1 1
3 NA NA NA NA NA NA NA -1 -1 1
4 NA NA NA NA NA NA NA 2 2 1
5 NA NA NA NA NA NA NA -2 -2 1
6 NA NA NA NA NA NA NA 3 3 1
7 NA NA NA NA NA NA NA -3 -3 1
8 NA NA NA NA NA NA NA 4 4 1
9 NA NA NA NA NA NA NA -4 -4 1
10 NA NA NA NA NA NA NA 5 5 1
$SUKUP
CLASS N.4 N.3 N.2 N.1 N0 N1 N2 N3 N4 N5
1 Mies 4847 3268 2853 3248 3419 2894 1880 1933 1396 1084
2 Nainen 4518 2897 3338 4199 3775 3188 2083 2049 1582 1206
$TyonAikaTiheys
Yname GROUP ByName min f005 f01 f025 f05 f10 f25 mean median f75 f90 f95 f975 f99 f995
1 TyonAikaTiheys 0 ByR 0.020329 0.06571 0.12008 0.21224 0.2986 0.4093 0.4608 0.4974 0.4925 0.5405 0.6162 0.6770 0.7308 0.8089 0.8402
2 TyonAikaTiheys 1 ByR 0.032838 0.05258 0.11277 0.20314 0.2880 0.4084 0.4602 0.4976 0.4931 0.5428 0.6174 0.6794 0.7432 0.8095 0.8344
3 TyonAikaTiheys -1 ByR 0.030889 0.04313 0.08969 0.16894 0.2766 0.3948 0.4589 0.4915 0.4911 0.5379 0.6084 0.6699 0.7208 0.7745 0.8106
4 TyonAikaTiheys 2 ByR 0.020983 0.07949 0.12396 0.23494 0.3108 0.4044 0.4589 0.4960 0.4911 0.5385 0.6127 0.6715 0.7307 0.7908 0.8265
5 TyonAikaTiheys -2 ByR 0.026775 0.07561 0.11708 0.19803 0.2941 0.3969 0.4591 0.4961 0.4927 0.5406 0.6231 0.6834 0.7358 0.7963 0.8262
6 TyonAikaTiheys 3 ByR 0.024298 0.08949 0.14268 0.21835 0.3103 0.4039 0.4592 0.4974 0.4909 0.5424 0.6137 0.6765 0.7376 0.7998 0.8311
7 TyonAikaTiheys -3 ByR 0.035943 0.07506 0.11608 0.20493 0.2920 0.3899 0.4541 0.4933 0.4889 0.5404 0.6207 0.6806 0.7300 0.7915 0.8371
8 TyonAikaTiheys 4 ByR 0.000000 0.07016 0.08529 0.12735 0.2151 0.3624 0.4570 0.4814 0.4891 0.5315 0.5993 0.6468 0.6981 0.7653 0.8170
9 TyonAikaTiheys -4 ByR 0.023817 0.04630 0.10341 0.19126 0.2879 0.3929 0.4530 0.4947 0.4917 0.5430 0.6205 0.6835 0.7411 0.8039 0.8427
10 TyonAikaTiheys 5 ByR 0.008689 0.05370 0.07423 0.09241 0.1339 0.3060 0.4540 0.4744 0.4889 0.5297 0.6002 0.6628 0.7175 0.7891 0.8231
m_trimmed02 m_trimmed05 max sum sd n n_miss bs_mean bs_sd bs_005 bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 0.4989 0.5002 0.9768 3579 0.1091 7194 0 NA NA NA NA NA NA NA NA 0.5030 0.4770 7172
2 0.4992 0.5007 0.9928 3026 0.1113 6082 0 NA NA NA NA NA NA NA NA 0.4017 0.4159 6064
3 0.4937 0.4960 0.9791 3660 0.1117 7447 0 NA NA NA NA NA NA NA NA 0.5476 0.4772 7426
4 0.4974 0.4984 1.0000 1965 0.1061 3963 0 NA NA NA NA NA NA NA NA 0.5252 0.4886 3958
5 0.4978 0.4994 0.9508 3072 0.1123 6191 0 NA NA NA NA NA NA NA NA 0.5050 0.5088 6177
6 0.4987 0.4996 0.8959 1981 0.1074 3982 0 NA NA NA NA NA NA NA NA 0.4451 0.4932 3975
7 0.4948 0.4961 0.9764 3041 0.1114 6165 0 NA NA NA NA NA NA NA NA 0.4642 0.4485 6152
8 0.4834 0.4878 0.9414 1434 0.1187 2978 0 NA NA NA NA NA NA NA NA 0.6947 0.4643 2975
9 0.4963 0.4977 0.9404 4633 0.1145 9365 0 NA NA NA NA NA NA NA NA 0.5649 0.4860 9332
10 0.4763 0.4813 0.8736 1086 0.1327 2290 0 NA NA NA NA NA NA NA NA 0.4904 0.4804 2289
$PALKKA
min f005 f01 f025 f05 f10 f25 mean median f75 f90 f95 f975 f99 f995 m_trimmed02 m_trimmed05 max sum sd n n_miss bs_mean
1 800.8 1227 1449 1810 2038 2253 2641 3289 3122 3727 4509 5125 5690 6530 7383 3245 3216 30108 183035501 1072 55657 0 NA
bs_sd bs_005 bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 NA NA NA NA NA NA NA 2106 3046 20299
$AIKA
min f005 f01 f025 f05 f10 f25 mean median f75 f90 f95 f975 f99 f995 m_trimmed02 m_trimmed05 max sum sd n n_miss bs_mean bs_sd bs_005
1 -4 -4 -4 -4 -4 -4 -3 -0.4756 -1 1 3 4 5 5 5 -0.5162 -0.5741 5 -26468 2.639 55657 0 NA NA NA
bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 NA NA NA NA NA 1 -3 10
$SUKUP
CLASS N N_TOTAL P N_RANK
1 Mies 26822 55657 48.19 2
2 Nainen 28835 55657 51.81 1
$TyonAikaTiheys
min f005 f01 f025 f05 f10 f25 mean median f75 f90 f95 f975 f99 f995 m_trimmed02 m_trimmed05 max sum sd
1 0 0.06318 0.09971 0.186 0.2808 0.3954 0.4577 0.4937 0.4913 0.5399 0.6151 0.6759 0.7319 0.7952 0.8325 0.4955 0.4973 1 27477 0.1126
n n_miss bs_mean bs_sd bs_005 bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 55657 0 NA NA NA NA NA NA NA NA 0.4017 0.4485 54510
TYOAIKA AIKA TOIMIAS IKA KOULRYH TYOSSAKK SUKUP TKMAAK
Min. :12.1 Min. :-4.000 Length:83825 Min. :19.0 Length:83825 Min. :0.000 Length:83825 Length:83825
1st Qu.:37.5 1st Qu.:-3.000 Class :character 1st Qu.:37.0 Class :character 1st Qu.:1.000 Class :character Class :character
Median :39.5 Median : 0.000 Mode :character Median :46.0 Mode :character Median :1.000 Mode :character Mode :character
Mean :40.6 Mean :-0.204 Mean :45.3 Mean :0.807
3rd Qu.:42.0 3rd Qu.: 2.000 3rd Qu.:54.0 3rd Qu.:1.000
Max. :70.0 Max. : 5.000 Max. :81.0 Max. :1.000
SOPRYH HED TPKOKO VLOPPUTYO VUOROTYO TYOMATKAT TVL_EOS TSUHDKESTO AMMKOKEM
Length:83825 Min. :0.000 Min. : 5 Min. :0.0000 Min. :0.000 Min. : 0.0 Min. :0 Min. : 0.0 Min. : 0.0
Class :character 1st Qu.:0.000 1st Qu.: 40 1st Qu.:0.0000 1st Qu.:0.000 1st Qu.: 0.0 1st Qu.:0 1st Qu.: 3.2 1st Qu.: 5.0
Mode :character Median :0.000 Median : 175 Median :0.0000 Median :0.000 Median : 1.0 Median :0 Median : 9.2 Median :12.0
Mean :0.127 Mean : 649 Mean :0.0494 Mean :0.055 Mean : 9.8 Mean :0 Mean :12.5 Mean :15.0
3rd Qu.:0.000 3rd Qu.: 750 3rd Qu.:0.0000 3rd Qu.:0.000 3rd Qu.: 6.0 3rd Qu.:1 3rd Qu.:20.2 3rd Qu.:24.5
Max. :1.000 Max. :3000 Max. :1.0000 Max. :1.000 Max. :365.0 Max. :1 Max. :57.2 Max. :55.0
NA's :1228 NA's :3359 NA's :695 NA's :2188
VAKITYO REAALITULOT TyotoimintaVolyymi Oppialojen_SoveltamisVolyymi Tyosisalto_Sekoitus_Vahan_Kaikkea TyonTeknisyys TyonAikaTiheys
Min. :0 Min. : 5 Min. :0 Min. :0 Min. :0 Min. :0 Min. :0
1st Qu.:1 1st Qu.: 32331 1st Qu.:0 1st Qu.:0 1st Qu.:0 1st Qu.:0 1st Qu.:0
Median :1 Median : 39029 Median :1 Median :0 Median :1 Median :0 Median :0
Mean :1 Mean : 41123 Mean :1 Mean :0 Mean :1 Mean :0 Mean :0
3rd Qu.:1 3rd Qu.: 47726 3rd Qu.:1 3rd Qu.:0 3rd Qu.:1 3rd Qu.:1 3rd Qu.:1
Max. :1 Max. :4495705 Max. :1 Max. :1 Max. :1 Max. :1 Max. :1
NA's :6667 NA's :4796 NA's :28168 NA's :28168 NA's :28168 NA's :28168 NA's :28168
PALKKA
Min. : 801
1st Qu.: 2622
Median : 3103
Mean : 3265
3rd Qu.: 3684
Max. :30331