Variablar i analysen

## $Savings
##     <10   10-49  50-249 250-499  500-1M     >1M  DNTKNW    MISS 
##     9.4    16.0    34.5    14.6     9.5     8.1     2.6     5.4 
## 
## $`Fund saving`
##   None    <50 50-249   >250 DNTKNW   MISS 
##   34.2   17.0   19.9   18.1    5.2    5.7 
## 
## $`Value of home`
##  <1.9 mill 2-2.9 mill 3-3.9 mill 4-5.9 mill    >6 mill     DNTKNW   DONOTOWN 
##        5.3       12.3       15.4       23.9       23.8        3.0       15.0 
##       MISS 
##        1.3 
## 
## $Inc
##    <200 200-399 400-499 500-599 600-799 800-999     >1M    MISS 
##    12.3    19.0    14.3    16.3    20.4     7.0     7.5     3.2 
## 
## $`Holiday home`
##          No    Yes, own Yes, shared 
##        57.9        28.0        14.1 
## 
## $`Cultural home`
##   --    +   ++  0/- MISS 
## 13.9 32.6 29.7 22.4  1.4 
## 
## $`Parent edu`
##     Primary  Lower sec.  Upper sec. Uni/college      DNTKNW        MISS 
##        13.0        11.1        20.3        50.9         3.0         1.7 
## 
## $Edu
## Primary/low Sec.       Upper Sec.  Uni/college low Uni/college high 
##              4.2             29.0             37.0             29.8 
## 
## $`Education in`
## Engineer/techn.           Craft           Other    Nat.Sciences   Health/Social 
##            15.6             8.2            19.7             7.0            16.9 
##        Econ/Adm   Soc.sci/Psych   Culture/Human            MISS 
##            12.9             6.8             9.2             3.6 
## 
## $`Books pr year`
##   1-3  4-10 11-20   21+  None 
##  18.6  31.6  19.5  21.2   9.0 
## 
## $Occ
## Unskilled workers   Skilled workers        Executives          Managers 
##               4.4              16.8               3.6              10.8 
##     Professionals     Self-employed           STUDENT        NOTWORKING 
##              12.4               4.6              10.1               6.6 
##           RETIRED             Other              MISS 
##              19.0               8.3               3.4 
## 
## $`Other house`
##  Yes   No MISS 
## 12.9 85.7  1.4
## [1] "Passive categories"
##  [1] "Savings.DNTKNW"       "Savings.MISS"         "Fund saving.DNTKNW"  
##  [4] "Fund saving.MISS"     "Value of home.DNTKNW" "Value of home.MISS"  
##  [7] "Inc.MISS"             "Cultural home.MISS"   "Parent edu.DNTKNW"   
## [10] "Parent edu.MISS"      "Education in.MISS"    "Occ.STUDENT"         
## [13] "Occ.RETIRED"          "Occ.MISS"             "Other house.MISS"

MCA Det sosiale rommet

Merk at elevar/studentar og pensjonerte er alle satt som passive kategoriar.

##         mrate cum.mrate
## 1  57.1059011  57.10590
## 2  19.1068694  76.21277
## 3  10.3538962  86.56667
## 4   6.2047428  92.77141
## 5   2.5393611  95.31077
## 6   1.3790396  96.68981
## 7   0.9333114  97.62312
## 8   0.5167701  98.13989
## 9   0.3659246  98.50582
## 10  0.3191606  98.82498
##                   dim.1     dim.2      dim.3       dim.4      dim.5
## Savings        6.287352  4.445956  5.3465060  2.54525245  1.7180930
## Fund saving   10.489931  2.488304  3.1347430  6.13153592  0.9029578
## Value of home 15.132697  7.063910  9.3185876  6.08780881  0.9640294
## Inc           19.608618  9.711949 26.3453053 20.15111595  8.2266643
## Holiday home   6.093799  4.686455  3.9447383  1.76512360  2.8169810
## Cultural home  1.057792 19.603322  1.3688475  1.47158589  4.2068744
## Parent edu     1.118554 19.914415  3.7389600  8.06113792  2.9417337
## Edu           14.914305  4.520300 10.8178666  8.93820571  3.1935943
## Education in   8.747526 15.301341  7.9342550 16.73252886 25.9092421
## Books pr year  1.941501  8.399569  0.6269523 16.97499466  1.4873453
## Occ           12.625070  2.638008 24.9366671 11.12427039 40.9783865
## Other house    1.982855  1.226472  2.4865714  0.01643984  6.6540983

##         Variable          Category Contribution (left) Contribution (right)
## 12           Inc               >1M                                     7.22
## 11                            <200                 3.6                     
## 14                         800-999                                     3.44
## 13                         200-399                2.86                     
## 2            Edu  Uni/college high                                     7.18
## 3                       Upper Sec.                5.74                     
## 1                 Primary/low Sec.                1.96                     
## 21 Value of home           >6 mill                                     7.93
## 22                        DONOTOWN                4.08                     
## 7    Fund saving              >250                                     7.17
## 8                             None                2.49                     
## 15           Occ          Managers                                     4.84
## 17               Unskilled workers                2.45                     
## 16                      NOTWORKING                2.14                     
## 5   Education in   Engineer/techn.                                     2.85
## 4                            Craft                2.29                     
## 6                            Other                1.67                     
## 10  Holiday home          Yes, own                                     3.76
## 9                               No                2.24                     
## 19       Savings               <10                3.11                     
## 20                             >1M                                     1.93
## 18   Other house               Yes                                     1.74
##    Total contribution Cumulated contribution
## 12              17.11                  17.11
## 11                                          
## 14                                          
## 13                                          
## 2               14.88                  31.99
## 3                                           
## 1                                           
## 21              12.01                     44
## 22                                          
## 7                9.66                  53.66
## 8                                           
## 15               9.42                  63.08
## 17                                          
## 16                                          
## 5                6.81                  69.89
## 4                                           
## 6                                           
## 10                  6                   75.9
## 9                                           
## 19               5.04                  80.94
## 20                                          
## 18               1.74                  82.67

##         Variable         Category Contribution (left) Contribution (right)
## 3  Cultural home               ++                9.64                     
## 2                              --                                     6.59
## 4                             0/-                                     3.33
## 14    Parent edu      Uni/college                8.56                     
## 13                        Primary                                      8.4
## 7   Education in            Craft                                     5.14
## 8                   Culture/Human                4.95                     
## 9                   Soc.sci/Psych                3.36                     
## 12           Inc             <200                6.58                     
## 16 Value of home         DONOTOWN                5.16                     
## 1  Books pr year             None                                     5.07
## 5            Edu Uni/college high                2.14                     
## 6                      Upper Sec.                                     1.66
## 11  Holiday home         Yes, own                                     3.28
## 15       Savings              >1M                                     2.73
## 10   Fund saving             >250                                     1.96
##    Total contribution Cumulated contribution
## 3               19.56                  19.56
## 2                                           
## 4                                           
## 14              16.97                  36.53
## 13                                          
## 7               13.45                  49.98
## 8                                           
## 9                                           
## 12               6.58                  56.55
## 16               5.16                  61.71
## 1                5.07                  66.78
## 5                 3.8                  70.59
## 6                                           
## 11               3.28                  73.87
## 15               2.73                   76.6
## 10               1.96                  78.55

##         Variable          Category Contribution (left) Contribution (right)
## 9            Inc           500-599                                     8.29
## 6                             <200                7.19                     
## 7                              >1M                4.15                     
## 8                          200-399                2.93                     
## 10                         600-799                                     2.92
## 14           Occ   Skilled workers                                    13.02
## 12                   Professionals                                     4.06
## 11                      NOTWORKING                2.45                     
## 15               Unskilled workers                2.28                     
## 13                   Self-employed                2.18                     
## 1            Edu  Primary/low Sec.                5.27                     
## 2                  Uni/college low                                     3.93
## 20 Value of home        3-3.9 mill                                      3.3
## 21                        DONOTOWN                2.56                     
## 19                         >6 mill                1.98                     
## 3   Education in     Health/Social                                     4.13
## 4                            Other                3.35                     
## 17    Parent edu        Upper sec.                                     2.93
## 5   Holiday home          Yes, own                2.54                     
## 16   Other house               Yes                2.17                     
## 18       Savings             10-49                                     1.71
##    Total contribution Cumulated contribution
## 9               25.48                  25.48
## 6                                           
## 7                                           
## 8                                           
## 10                                          
## 14              23.98                  49.46
## 12                                          
## 11                                          
## 15                                          
## 13                                          
## 1                9.19                  58.65
## 2                                           
## 20               7.85                   66.5
## 21                                          
## 19                                          
## 3                7.48                  73.98
## 4                                           
## 17               2.93                  76.91
## 5                2.54                  79.45
## 16               2.17                  81.62
## 18               1.71                  83.33

##     Cultural Upper     Balanced Upper     Economic Upper Cultural Intermed. 
##                6.9               14.2                7.7               12.3 
## Balanced Intermed.     Econ Intermed.     Cultural Lower     Balanced Lower 
##               17.7                8.7                9.3               11.9 
##     Economic Lower 
##               11.3

## [1] "Eta2"
##             dim.1 dim.2 dim.3
## kjonn         0.9   5.1   0.3
## age4         13.3  15.2  11.1
## rosenlund    83.5  83.2  14.9
## rosenvolume  82.9   0.5   8.9
## rosencomp     1.6  81.9   2.0
## Edu          39.8   8.9  18.5
## Inc          52.5  19.1  45.1
## ORDC         34.3   9.0  20.0

Standardisert MCA med same variablar der ein kontrollerer for alder.

Partia i det sosiale rommet

## Aldersfordeling (ellipser) i den sosiale romkonstruksjonen

Bidrag

##                                 dim.1    dim.2     dim.3    dim.4     dim.5
## Savings.<10                  3.114714 0.405751  1.517166 0.072362  0.351718
## Savings.10-49                0.335937 0.222619  1.714556 0.097606  0.293163
## Savings.50-249               0.029451 0.227898  0.253291 1.237808  0.159807
## Savings.250-499              0.049116 0.074481  0.111251 0.026224  0.658185
## Savings.500-1M               0.832636 0.786289  0.128641 0.585291  0.237198
## Savings.>1M                  1.925498 2.728917  1.621601 0.525962  0.018022
## Fund saving.None             2.489406 0.112543  0.388335 3.338665  0.159685
## Fund saving.<50              0.636312 0.317307  0.823981 0.298507  0.600073
## Fund saving.50-249           0.192381 0.102812  1.180265 2.133155  0.121449
## Fund saving.>250             7.171831 1.955642  0.742162 0.361209  0.021751
## Value of home.<1.9 mill      1.570195 0.640035  0.002859 0.765900  0.061840
## Value of home.2-2.9 mill     1.097616 0.828900  0.739701 0.211373  0.155177
## Value of home.3-3.9 mill     0.115828 0.174187  3.304586 0.620493  0.136773
## Value of home.4-5.9 mill     0.343655 0.265416  0.725591 0.013163  0.013613
## Value of home.>6 mill        7.929002 0.000070  1.982673 0.015910  0.322874
## Value of home.DONOTOWN       4.076402 5.155303  2.563179 4.460969  0.273752
## Inc.<200                     3.603603 6.575117  7.189096 6.745782  0.008387
## Inc.200-399                  2.858519 1.189354  2.928113 8.564584  0.285441
## Inc.400-499                  0.962009 0.558208  0.867380 0.502619  0.144170
## Inc.500-599                  0.009545 0.084188  8.294112 0.331435  0.457446
## Inc.600-799                  1.522358 0.104890  2.920400 0.088940  1.480564
## Inc.800-999                  3.437520 0.377131  0.000028 2.776426  1.209417
## Inc.>1M                      7.215065 0.823061  4.146177 1.141331  4.641239
## Holiday home.No              2.240405 0.731034  1.384521 0.716083  1.165487
## Holiday home.Yes, own        3.761801 3.284343  2.540488 0.911588  1.339800
## Holiday home.Yes, shared     0.091593 0.671078  0.019729 0.137453  0.311695
## Cultural home.--             0.838114 6.588651  0.006552 0.187480  1.499523
## Cultural home.+              0.023351 0.040520  0.302520 0.155534  0.465843
## Cultural home.++             0.196037 9.644543  0.925893 0.570660  1.075388
## Cultural home.0/-            0.000291 3.329607  0.133882 0.557912  1.166120
## Parent edu.Primary           0.209456 8.403037  0.466539 4.231748  2.358659
## Parent edu.Lower sec.        0.167548 1.605942  0.005647 1.399624  0.082444
## Parent edu.Upper sec.        0.345953 1.342508  2.925503 1.694827  0.006626
## Parent edu.Uni/college       0.395597 8.562929  0.341271 0.734938  0.494005
## Edu.Primary/low Sec.         1.962487 0.705564  5.265468 0.189790  1.763007
## Edu.Upper Sec.               5.736844 1.663382  1.619302 6.342342  1.261754
## Edu.Uni/college low          0.035292 0.012669  3.925644 1.462838  0.065457
## Edu.Uni/college high         7.179683 2.138685  0.007452 0.943236  0.103376
## Education in.Engineer/techn. 2.852716 0.228460  0.014455 5.465548  1.127572
## Education in.Craft           2.289564 5.144187  0.239151 3.267980  2.517775
## Education in.Other           1.669043 0.473796  3.346917 0.000300  0.002691
## Education in.Nat.Sciences    0.007360 0.663793  0.193514 0.139016  0.008968
## Education in.Health/Social   0.238485 0.007509  4.134416 2.445270 10.079297
## Education in.Econ/Adm        1.603422 0.476871  0.000906 0.133840  9.835148
## Education in.Soc.sci/Psych   0.075912 3.355023  0.001835 0.181392  2.132274
## Education in.Culture/Human   0.011023 4.951702  0.003063 5.099183  0.205516
## Books pr year.1-3            0.312286 1.379328  0.293944 3.669888  0.809659
## Books pr year.4-10           0.156137 0.940760  0.017831 1.051751  0.560878
## Books pr year.11-20          0.382158 0.374750  0.046105 0.828184  0.073211
## Books pr year.21+            0.015080 0.630828  0.263436 9.481239  0.003220
## Books pr year.None           1.075840 5.073902  0.005636 1.943932  0.040378
## Occ.Unskilled workers        2.448407 0.012142  2.276023 1.581071  0.027560
## Occ.Skilled workers          0.508924 0.374283 13.022951 0.394873 11.488352
## Occ.Executives               1.161453 0.652239  0.730830 0.530055  2.823054
## Occ.Managers                 4.835090 0.049346  0.136265 1.884318  1.136894
## Occ.Professionals            1.207117 0.809058  4.059634 0.526591 19.007194
## Occ.Self-employed            0.324871 0.006235  2.175802 0.001362  3.362078
## Occ.NOTWORKING               2.139202 0.136487  2.445587 4.494888  2.123312
## Occ.Other                    0.000007 0.598218  0.089576 1.711113  1.009943
## Other house.Yes              1.737899 1.069037  2.168610 0.009609  5.732951
## Other house.No               0.244956 0.157435  0.317962 0.006831  0.921147

Cos2

##                                 dim.1    dim.2    dim.3    dim.4    dim.5
## Savings.<10                  0.091648 0.008794 0.028624 0.001237 0.005246
## Savings.10-49                0.010664 0.005205 0.034897 0.001800 0.004717
## Savings.50-249               0.001199 0.006832 0.006610 0.029274 0.003297
## Savings.250-499              0.001532 0.001712 0.002226 0.000475 0.010409
## Savings.500-1M               0.024538 0.017068 0.002431 0.010023 0.003543
## Savings.>1M                  0.055826 0.058277 0.030146 0.008861 0.000265
## Fund saving.None             0.100789 0.003356 0.010081 0.078548 0.003277
## Fund saving.<50              0.020429 0.007503 0.016962 0.005569 0.009765
## Fund saving.50-249           0.006402 0.002520 0.025182 0.041247 0.002048
## Fund saving.>250             0.233553 0.046909 0.015497 0.006835 0.000359
## Value of home.<1.9 mill      0.044203 0.013271 0.000052 0.012529 0.000882
## Value of home.2-2.9 mill     0.033373 0.018564 0.014421 0.003735 0.002392
## Value of home.3-3.9 mill     0.003648 0.004041 0.066736 0.011356 0.002184
## Value of home.4-5.9 mill     0.012038 0.006848 0.016297 0.000268 0.000242
## Value of home.>6 mill        0.277230 0.000002 0.044449 0.000323 0.005722
## Value of home.DONOTOWN       0.127914 0.119154 0.051571 0.081342 0.004354
## Inc.<200                     0.109568 0.147252 0.140155 0.119185 0.000129
## Inc.200-399                  0.094110 0.028842 0.061812 0.163849 0.004763
## Inc.400-499                  0.029925 0.012790 0.017300 0.009085 0.002273
## Inc.500-599                  0.000304 0.001974 0.169334 0.006132 0.007383
## Inc.600-799                  0.050968 0.002587 0.062691 0.001730 0.025125
## Inc.800-999                  0.098529 0.007962 0.000001 0.046243 0.017571
## Inc.>1M                      0.207892 0.017468 0.076601 0.019110 0.067786
## Holiday home.No              0.141993 0.034126 0.056264 0.026372 0.037442
## Holiday home.Yes, own        0.139219 0.089529 0.060285 0.019604 0.025133
## Holiday home.Yes, shared     0.002842 0.015340 0.000393 0.002479 0.004903
## Cultural home.--             0.025958 0.150306 0.000130 0.003374 0.023541
## Cultural home.+              0.000923 0.001180 0.007667 0.003572 0.009333
## Cultural home.++             0.007432 0.269331 0.022508 0.012572 0.020666
## Cultural home.0/-            0.000010 0.084292 0.002950 0.011143 0.020316
## Parent edu.Primary           0.006419 0.189677 0.009167 0.075358 0.036638
## Parent edu.Lower sec.        0.005022 0.035456 0.000109 0.024378 0.001253
## Parent edu.Upper sec.        0.011570 0.033070 0.062733 0.032937 0.000112
## Parent edu.Uni/college       0.021486 0.342566 0.011885 0.023195 0.013600
## Edu.Primary/low Sec.         0.054634 0.014468 0.093991 0.003070 0.024878
## Edu.Upper Sec.               0.215309 0.045983 0.038968 0.138319 0.024003
## Edu.Uni/college low          0.001493 0.000395 0.106449 0.035949 0.001403
## Edu.Uni/college high         0.272761 0.059846 0.000182 0.020823 0.001991
## Education in.Engineer/techn. 0.090124 0.005316 0.000293 0.100336 0.018056
## Education in.Craft           0.066506 0.110062 0.004454 0.055161 0.037071
## Education in.Other           0.055440 0.011592 0.071283 0.000006 0.000045
## Education in.Nat.Sciences    0.000211 0.014014 0.003556 0.002315 0.000130
## Education in.Health/Social   0.007651 0.000177 0.085049 0.045587 0.163910
## Education in.Econ/Adm        0.049073 0.010750 0.000018 0.002380 0.152574
## Education in.Soc.sci/Psych   0.002172 0.070701 0.000034 0.003016 0.030922
## Education in.Culture/Human   0.000324 0.107047 0.000058 0.086966 0.003057
## Books pr year.1-3            0.010227 0.033272 0.006172 0.069838 0.013440
## Books pr year.4-10           0.006088 0.027020 0.000446 0.023832 0.011086
## Books pr year.11-20          0.012662 0.009146 0.000979 0.015946 0.001230
## Books pr year.21+            0.000510 0.015726 0.005717 0.186466 0.000055
## Books pr year.None           0.031516 0.109482 0.000106 0.033091 0.000600
## Occ.Unskilled workers        0.068285 0.000249 0.040701 0.025623 0.000390
## Occ.Skilled workers          0.016305 0.008832 0.267527 0.007351 0.186567
## Occ.Executives               0.032104 0.013279 0.012953 0.008514 0.039553
## Occ.Managers                 0.144462 0.001086 0.002610 0.032715 0.017218
## Occ.Professionals            0.036726 0.018131 0.079196 0.009310 0.293126
## Occ.Self-employed            0.009082 0.000128 0.039002 0.000022 0.047643
## Occ.NOTWORKING               0.061033 0.002868 0.044739 0.074521 0.030707
## Occ.Other                    0.000000 0.012811 0.001670 0.028909 0.014884
## Other house.Yes              0.053171 0.024091 0.042542 0.000171 0.088907
## Other house.No               0.045672 0.021621 0.038013 0.000740 0.087057

Typicality tests

##                                   dim.1      dim.2      dim.3      dim.4
## Savings.<10                  -17.881825  -5.539100  -9.993401   2.077691
## Savings.10-49                 -6.099645  -4.261511  11.034322  -2.506318
## Savings.50-249                 2.045010  -4.882270   4.802300  10.106341
## Savings.250-499                2.312281  -2.443767   2.786605  -1.287949
## Savings.500-1M                 9.252816   7.716920  -2.912255  -5.913628
## Savings.>1M                   13.956303  14.259374 -10.255690  -5.560293
## Fund saving.None             -18.752387  -3.421960  -5.930701 -16.554530
## Fund saving.<50               -8.442473  -5.116590   7.692847   4.407915
## Fund saving.50-249             4.726028  -2.965123   9.373436  11.996322
## Fund saving.>250              28.545889  12.793216  -7.353126   4.883482
## Value of home.<1.9 mill      -12.418661   6.804658  -0.424296  -6.611588
## Value of home.2-2.9 mill     -10.790664   8.047862   7.093246  -3.609690
## Value of home.3-3.9 mill      -3.567677   3.754848  15.259171  -6.294606
## Value of home.4-5.9 mill       6.480834   4.888095   7.540664  -0.966889
## Value of home.>6 mill         31.100724  -0.079108 -12.453194  -1.061998
## Value of home.DONOTOWN       -21.125637 -20.389421 -13.413892  16.846423
## Inc.<200                     -19.552010 -22.666329 -22.113328  20.392050
## Inc.200-399                  -18.120415  10.031357 -14.685391 -23.909610
## Inc.400-499                  -10.217979   6.680053   7.769164  -5.630107
## Inc.500-599                    1.029724  -2.624668  24.306505  -4.625562
## Inc.600-799                   13.335147  -3.004094  14.789537   2.457030
## Inc.800-999                   18.540953   5.270623   0.042067  12.702061
## Inc.>1M                       26.932072   7.806782 -16.348112   8.165396
## Holiday home.No              -22.257884 -10.911785  14.010847   9.592332
## Holiday home.Yes, own         22.039360  17.673876 -14.502860  -8.270314
## Holiday home.Yes, shared       3.149189  -7.315782  -1.170352  -2.940807
## Cultural home.--              -9.516674  22.900156   0.673788  -3.431095
## Cultural home.+                1.794449  -2.028721   5.171917   3.530330
## Cultural home.++               5.092317 -30.654462  -8.861779  -6.623031
## Cultural home.0/-              0.186741  17.149146   3.208443   6.235112
## Parent edu.Primary            -4.732372  25.725119  -5.655499 -16.214908
## Parent edu.Lower sec.          4.185937  11.122291   0.615350  -9.222535
## Parent edu.Upper sec.         -6.353512  10.741625  14.794469  10.719873
## Parent edu.Uni/college         8.658278 -34.571851  -6.439448   8.996054
## Edu.Primary/low Sec.         -13.806507   7.104853 -18.108937  -3.272944
## Edu.Upper Sec.               -27.408289  12.666245 -11.660130  21.968075
## Edu.Uni/college low            2.281972  -1.173403  19.271778 -11.199336
## Edu.Uni/college high          30.849059 -14.450045  -0.795854  -8.523564
## Education in.Engineer/techn.  17.732514   4.306778   1.010744  18.710253
## Education in.Craft           -15.232867  19.596119   3.942166  13.872881
## Education in.Other           -13.907878   6.359594 -15.770432   0.142106
## Education in.Nat.Sciences      0.857950  -6.992494  -3.522566  -2.842261
## Education in.Health/Social    -5.166726  -0.786827  17.226053 -12.611590
## Education in.Econ/Adm         13.084912   6.124262  -0.248999   2.881788
## Education in.Soc.sci/Psych     2.752732 -15.705893  -0.342697  -3.243692
## Education in.Culture/Human     1.062417 -19.325813  -0.448422 -17.419116
## Books pr year.1-3             -5.973438  10.774282   4.640605  15.609761
## Books pr year.4-10             4.608944  -9.709443   1.247168   9.118569
## Books pr year.11-20            6.646706  -5.648883  -1.848635  -7.458824
## Books pr year.21+              1.334435  -7.407272  -4.466098 -25.506486
## Books pr year.None           -10.486182  19.544337   0.607768  10.744983
## Occ.Unskilled workers        -15.435206   0.932887 -11.916617   9.455143
## Occ.Skilled workers           -7.542438   5.551267  30.551609   5.064491
## Occ.Executives                10.583455   6.806696  -6.722470   5.450154
## Occ.Managers                  22.450533   1.946506  -3.017940  10.683739
## Occ.Professionals             11.319823  -7.953554  16.622731   5.699325
## Occ.Self-employed              5.629209   0.669294 -11.665293   0.277864
## Occ.NOTWORKING               -14.592649   3.163443 -12.493780 -16.124620
## Occ.Other                     -0.026390  -6.685669   2.413781 -10.043146
## Other house.Yes               13.620332   9.168077 -12.183167  -0.772047
## Other house.No               -12.623440  -8.685425  11.516347   1.606873
##                                   dim.5
## Savings.<10                   -4.278132
## Savings.10-49                 -4.056808
## Savings.50-249                 3.391538
## Savings.250-499                6.026394
## Savings.500-1M                -3.516055
## Savings.>1M                   -0.961289
## Fund saving.None              -3.381385
## Fund saving.<50                5.837009
## Fund saving.50-249            -2.673408
## Fund saving.>250              -1.119240
## Value of home.<1.9 mill       -1.754639
## Value of home.2-2.9 mill       2.888623
## Value of home.3-3.9 mill      -2.760148
## Value of home.4-5.9 mill      -0.918332
## Value of home.>6 mill          4.468189
## Value of home.DONOTOWN        -3.897658
## Inc.<200                       0.671568
## Inc.200-399                   -4.076707
## Inc.400-499                    2.816221
## Inc.500-599                    5.075365
## Inc.600-799                   -9.362824
## Inc.800-999                   -7.829811
## Inc.>1M                       15.378730
## Holiday home.No              -11.429525
## Holiday home.Yes, own          9.364289
## Holiday home.Yes, shared       4.136055
## Cultural home.--              -9.062837
## Cultural home.+                5.706291
## Cultural home.++               8.491468
## Cultural home.0/-             -8.419089
## Parent edu.Primary           -11.306265
## Parent edu.Lower sec.          2.090534
## Parent edu.Upper sec.          0.626001
## Parent edu.Uni/college         6.888498
## Edu.Primary/low Sec.          -9.316683
## Edu.Upper Sec.                 9.151381
## Edu.Uni/college low           -2.212602
## Edu.Uni/college high          -2.635445
## Education in.Engineer/techn.  -7.937196
## Education in.Craft            11.372802
## Education in.Other             0.397602
## Education in.Nat.Sciences      0.674222
## Education in.Health/Social    23.914078
## Education in.Econ/Adm        -23.072315
## Education in.Soc.sci/Psych   -10.386848
## Education in.Culture/Human     3.266111
## Books pr year.1-3             -6.847829
## Books pr year.4-10             6.219227
## Books pr year.11-20           -2.071229
## Books pr year.21+              0.438997
## Books pr year.None             1.446331
## Occ.Unskilled workers          1.165909
## Occ.Skilled workers           25.513384
## Occ.Executives                11.747354
## Occ.Managers                  -7.750651
## Occ.Professionals            -31.979950
## Occ.Self-employed             12.892874
## Occ.NOTWORKING               -10.350683
## Occ.Other                      7.206276
## Other house.Yes               17.612395
## Other house.No               -17.428171

Time to run code

## Time difference of 3.505073 mins