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