Model Summary M0 2018-03-07 10:54:42 :
Prosessi pvm 2018-03-07
Call:
lm(formula = mf, data = na.omit(D[, MVARS]))
Residuals:
Min 1Q Median 3Q Max
-1.5017 -0.1472 -0.0069 0.1442 2.4208
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 8.14879 0.00343 2374.40 < 0.0000000000000002 ***
factor(AIKA)-3 0.01581 0.00508 3.11 0.00186 **
factor(AIKA)-2 0.02047 0.00531 3.86 0.00012 ***
factor(AIKA)-1 0.01490 0.00530 2.81 0.00493 **
factor(AIKA)0 0.02285 0.00521 4.39 0.0000113677 ***
factor(AIKA)1 0.02647 0.00542 4.88 0.0000010405 ***
factor(AIKA)2 0.02545 0.00621 4.10 0.0000413363 ***
factor(AIKA)3 0.03081 0.00612 5.03 0.0000004874 ***
factor(AIKA)4 0.02372 0.00600 3.96 0.0000761346 ***
factor(AIKA)5 0.03844 0.00640 6.00 0.0000000019 ***
factor(SUKUP)Nainen -0.24970 0.00491 -50.85 < 0.0000000000000002 ***
factor(AIKA)-3:factor(SUKUP)Nainen 0.00460 0.00736 0.63 0.53169
factor(AIKA)-2:factor(SUKUP)Nainen 0.01820 0.00734 2.48 0.01321 *
factor(AIKA)-1:factor(SUKUP)Nainen 0.01985 0.00728 2.73 0.00638 **
factor(AIKA)0:factor(SUKUP)Nainen 0.01404 0.00728 1.93 0.05389 .
factor(AIKA)1:factor(SUKUP)Nainen 0.01517 0.00757 2.00 0.04503 *
factor(AIKA)2:factor(SUKUP)Nainen 0.01591 0.00863 1.84 0.06513 .
factor(AIKA)3:factor(SUKUP)Nainen 0.03050 0.00860 3.55 0.00039 ***
factor(AIKA)4:factor(SUKUP)Nainen 0.03227 0.00831 3.88 0.00010 ***
factor(AIKA)5:factor(SUKUP)Nainen 0.03028 0.00893 3.39 0.00069 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.269 on 83805 degrees of freedom
Multiple R-squared: 0.16, Adjusted R-squared: 0.16
F-statistic: 839 on 19 and 83805 DF, p-value: <0.0000000000000002
Row.names Estimate Std. Error t value Pr(>|t|) 2.5 % 97.5 %
1 (Intercept) 8.148791 0.003432 2374.3964 0.000000000000 8.1420644 8.15552
2 factor(AIKA)-3 0.015814 0.005082 3.1119 0.001859700262 0.0058538 0.02577
3 factor(AIKA)-2 0.020466 0.005308 3.8557 0.000115469226 0.0100625 0.03087
4 factor(AIKA)-1 0.014900 0.005299 2.8117 0.004929139009 0.0045134 0.02529
5 factor(AIKA)0 0.022848 0.005205 4.3896 0.000011367652 0.0126464 0.03305
6 factor(AIKA)1 0.026473 0.005420 4.8842 0.000001040495 0.0158496 0.03710
7 factor(AIKA)2 0.025447 0.006206 4.1001 0.000041336269 0.0132824 0.03761
8 factor(AIKA)3 0.030813 0.006124 5.0316 0.000000487369 0.0188105 0.04282
9 factor(AIKA)4 0.023722 0.005996 3.9564 0.000076134639 0.0119701 0.03547
10 factor(AIKA)5 0.038444 0.006402 6.0046 0.000000001926 0.0258952 0.05099
11 factor(SUKUP)Nainen -0.249703 0.004911 -50.8471 0.000000000000 -0.2593283 -0.24008
12 factor(AIKA)-3:factor(SUKUP)Nainen 0.004603 0.007359 0.6254 0.531687899735 -0.0098217 0.01903
13 factor(AIKA)-2:factor(SUKUP)Nainen 0.018199 0.007344 2.4781 0.013209590209 0.0038050 0.03259
14 factor(AIKA)-1:factor(SUKUP)Nainen 0.019847 0.007276 2.7276 0.006381909310 0.0055851 0.03411
15 factor(AIKA)0:factor(SUKUP)Nainen 0.014039 0.007283 1.9278 0.053885333378 -0.0002346 0.02831
16 factor(AIKA)1:factor(SUKUP)Nainen 0.015172 0.007570 2.0044 0.045031928932 0.0003360 0.03001
17 factor(AIKA)2:factor(SUKUP)Nainen 0.015913 0.008628 1.8444 0.065134207162 -0.0009976 0.03282
18 factor(AIKA)3:factor(SUKUP)Nainen 0.030503 0.008597 3.5481 0.000388205149 0.0136530 0.04735
19 factor(AIKA)4:factor(SUKUP)Nainen 0.032267 0.008312 3.8822 0.000103605836 0.0159763 0.04856
20 factor(AIKA)5:factor(SUKUP)Nainen 0.030280 0.008928 3.3917 0.000694885743 0.0127817 0.04778
$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 1198 1404 1761 2020 2253 2629 3262 3107 3683 4474 5078 5605 6326 7365 3221 3194 25891 32776634 1053
2 PALKKA 1 ByR 816.4 1208 1380 1791 2041 2245 2643 3277 3102 3699 4504 5123 5712 6634 7748 3236 3206 12961 28699980 1025
3 PALKKA -1 ByR 848.6 1258 1491 1810 2023 2236 2592 3218 3048 3620 4387 5004 5564 6387 7069 3171 3142 24820 32887669 1073
4 PALKKA 2 ByR 808.0 1242 1433 1778 2027 2236 2641 3268 3120 3714 4444 5027 5656 6403 7227 3227 3201 23837 18881163 1027
5 PALKKA -2 ByR 804.2 1205 1385 1779 2038 2258 2617 3247 3085 3657 4407 5012 5616 6417 7271 3200 3172 29211 31855879 1099
6 PALKKA 3 ByR 809.7 1290 1442 1822 2061 2297 2702 3321 3158 3745 4553 5121 5668 6438 7490 3280 3254 17408 19332802 1024
7 PALKKA -3 ByR 802.8 1150 1338 1730 1980 2230 2609 3277 3122 3742 4549 5148 5687 6459 7062 3242 3214 24157 31718858 1037
8 PALKKA 4 ByR 806.5 1280 1412 1804 2043 2291 2673 3284 3126 3694 4433 5043 5668 6588 7341 3241 3214 21401 21269803 1026
9 PALKKA -4 ByR 823.8 1115 1338 1673 1945 2174 2546 3229 3033 3624 4460 5096 5714 6858 7790 3161 3129 30331 38793127 1329
10 PALKKA 5 ByR 800.8 1281 1452 1806 2102 2305 2703 3339 3173 3754 4524 5124 5807 6703 7204 3296 3268 23110 17438930 1054
n n_miss bs_mean bs_sd bs_005 bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 10048 0 NA NA NA NA NA NA NA NA 4946 3211 2940
2 8759 0 NA NA NA NA NA NA NA NA 2106 3479 2664
3 10219 0 NA NA NA NA NA NA NA NA 4932 2920 2839
4 5777 0 NA NA NA NA NA NA NA NA 4464 3535 2048
5 9810 0 NA NA NA NA NA NA NA NA 3878 3129 2827
6 5822 0 NA NA NA NA NA NA NA NA 3269 2601 2038
7 9678 0 NA NA NA NA NA NA NA NA 5575 4565 2963
8 6476 0 NA NA NA NA NA NA NA NA 3358 4676 2435
9 12013 0 NA NA NA NA NA NA NA NA 4058 3495 2918
10 5223 0 NA NA NA NA NA NA NA NA 2202 3158 2142
$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 10048 0 NA
2 AIKA 1 ByR 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 8759 0 8759 0 NA
3 AIKA -1 ByR -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -10219 0 10219 0 NA
4 AIKA 2 ByR 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 11554 0 5777 0 NA
5 AIKA -2 ByR -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -2 -19620 0 9810 0 NA
6 AIKA 3 ByR 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 17466 0 5822 0 NA
7 AIKA -3 ByR -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -3 -29034 0 9678 0 NA
8 AIKA 4 ByR 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 25904 0 6476 0 NA
9 AIKA -4 ByR -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -4 -48052 0 12013 0 NA
10 AIKA 5 ByR 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 26115 0 5223 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 6146 5153 4415 4440 4727 4113 2707 2814 2995 2478
2 Nainen 5867 4525 5395 5779 5321 4646 3070 3008 3481 2745
$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 1210 1399 1765 2013 2236 2622 3265 3103 3684 4462 5081 5665 6531 7364 3219 3190 30331 273654846 1095 83825 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 3129 25814
$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 -0.2043 0 2 4 5 5 5 5 -0.2337 -0.2826 5 -17127 2.771 83825 0 NA NA NA
bs_025 bs_50 bs_975 bs_995 R_bs firstval lastval uniqvals
1 NA NA NA NA NA 1 -2 10
$SUKUP
CLASS N N_TOTAL P N_RANK
1 Mies 39988 83825 47.7 2
2 Nainen 43837 83825 52.3 1
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