Sosialt rom 17-24

1 MCA Sosialt rom NM 2017-23

1.1 Read libraries, functions, data

[1] ""

Renaming and recoding

1.2 Chose variables for analysis and make subsets

Handle missing etc.

[1] "Dropped from analysis:"
[1] 951

1.3 MCA (uvekta)

1.4 Aktive variablar, individ, eigenverdiar, individskyer

[1] "Active variables in analysis:"
[1] "inbank"     "funds"      "valuehome"  "secondhome" "edulevel"   "edusubj"    "pareduidx"  "culthome"   "partneredu"
$persincome
    < 100.000  100.-199.000  200.-299.000  300.-399.000  400.-499.000  500.-599.000  600.-799.000  800.-999.000  >= 1 000 000          MISS 
          8.0           6.1           8.5          12.0          15.2          16.2          18.7           7.0           7.0           1.3 

$inbank
        < 10 000    10.000-49.999    50.000-99.999  100.000-249.999  250.000-499.999  500.000-1 mill.      > 1 000 000             MISS 
            12.4             18.4             14.2             20.3             13.3              8.9              8.1              4.4 

$funds
        Nothing        < 10.000   10.000-49.999   50.000-99.999 100.000-249.999 250.000-499.999       > 500.000            MISS 
           40.6             7.2            10.9             7.7            10.4             6.3             9.3             7.7 

$valuehome
Cannot sell home         < 2 mill      2-2,9 mill.      3-3,9 mill.      4-4,9 mill.      5-5,9 mill.      6-6,9 mill.         > 7 mill             MISS 
            14.8              7.1             14.5             16.9             14.1              8.9              6.1             15.2              2.5 

$secondhome
 Yes   No MISS 
13.9 85.4  0.7 

$edulevel
        Primary/secondary           Upper secondary University/college, short  University/college, long                      MISS 
                      5.8                      30.7                      35.5                      28.0                       0.0 

$edusubj
           Engineer/technical                         Craft Social science/law/psychology               Natural science          Health, social, care                Economy, admin            Humanities/culture                         Other                          MISS 
                         14.5                           9.6                           8.6                           7.6                          16.9                          13.0                           9.0                          18.3                           2.4 

$pareduidx
 1-2    3    4    5    6    7    8    9   10 MISS 
15.4  6.2  9.7  9.0 14.5 11.6 14.7  9.4  6.3  3.1 

$culthome
 Strongly disagree Partially disagree    Partially agree     Strongly agree               MISS 
              15.8               22.9               32.3               27.9                1.2 

$partneredu
         Pimary/secondary           Upper secondary University/college, short  University/college, long                      MISS 
                      3.4                      19.8                      23.4                      18.1                      35.4 
[1] "Passive categories in analysis"
 [1] "persincome.< 100.000"       "persincome.MISS"            "inbank.MISS"                "funds.MISS"                 "valuehome.Cannot sell home" "valuehome.MISS"             "secondhome.MISS"            "edulevel.MISS"              "edusubj.Craft"              "edusubj.Other"             
[11] "edusubj.MISS"               "pareduidx.MISS"             "culthome.MISS"              "partneredu.MISS"           
[1] "Individuals excluded from analysis:"
[1] 951
[1] "Number of active individuals:"
[1] 13494
                      Axis 1 Axis 2 Axis 3 Axis 4 Axis 5
Eigenvalues            0.238  0.173  0.148  0.130  0.121
Rate (%)               4.838  3.524  3.006  2.643  2.473
Modified GDAtools (%) 66.230 18.670  7.930  3.100  1.610
Mod.rate soc.ca (%)   49.300 16.500  8.400  4.300  2.800

TableGrob (2 x 2) "arrange": 4 grobs
  z     cells    name           grob
1 1 (1-1,1-1) arrange gtable[layout]
2 2 (1-1,2-2) arrange gtable[layout]
3 3 (2-2,1-1) arrange gtable[layout]
4 4 (2-2,2-2) arrange gtable[layout]

1.4.1 Viktigaste kategoriar (i plan 1-2 og 3-2)

Understreka = forklarande kategoriar horisontal akse, feit= vertikal akse.

1.4.2 Kategoriar som bidreg mest til akse 1-4 (figurar)

[1] "Bidrag frå variablar og variabelkategoriar"
               dim.1      dim.2     dim.3      dim.4       dim.5
persincome 18.756368  9.5471127 16.530540 21.3407138 14.05516312
inbank      6.006622 12.8922001  6.768051  4.6119833 16.37687114
funds      10.410080 12.3273312  8.025545  5.8656755 25.07978928
valuehome  16.110095  0.8266472 11.647011  2.3201378  8.32893091
secondhome  1.489699  3.1866695  1.254877  0.1096218  0.01810298
edulevel   18.287980  2.0409378 22.015489 23.4374576  9.94428656
edusubj     4.944901 14.2061489  4.095347 14.2702858 12.76299632
pareduidx   7.031243 20.6289927 12.389542 11.3099237  3.98319134
culthome    3.796273 19.7033405  3.962305  1.2493629  2.30268032
partneredu 13.166738  4.6406193 13.311294 15.4848377  7.14798804
         dim.1     dim.2    dim.3    dim.4     dim.5
Eco   52.77286 38.779961 44.22602 34.24813 63.858857
Cult  34.06040 56.579420 42.46268 50.26703 28.993155
Other 13.16674  4.640619 13.31129 15.48484  7.147988
[1] "Absolute contributions above average, axis 1"

[1] "Absolute contributions above average, axis 2"

[1] "Absolute contributions above average, axis 3"

[1] "Absolute contributions above average, axis 4"

1.4.3 Kategoriar som bidreg mest til akse 1-4 (tabellar) og eta2

[1] "Contributions, axis 1:"
          var                      cat weight  cos2 ctr1  ctr2 ctrtot cumctr ctrdev ctrvar
3    edulevel University/college, long   3776 0.358      10.84  18.25  18.25  18.09  98.94
4                      Upper secondary   4141 0.185 5.39                                  
2                    Primary/secondary    789 0.051 2.02                                  
15 persincome             >= 1 000 000    941 0.184       7.19  15.03  33.28  14.33  76.39
17                        800.-999.000    950 0.078       3.05                            
14                        200.-299.000   1152 0.073 2.82                                  
16                        300.-399.000   1619 0.053 1.97                                  
19  valuehome                 > 7 mill   2051 0.256       9.15   14.2  47.48  13.78  85.54
18                            < 2 mill    961 0.076 2.98                                  
20                         2-2,9 mill.   1950 0.058 2.07                                  
12 partneredu University/college, long   2437 0.244        8.4  12.68  60.16  11.93  90.64
13                     Upper secondary   2677 0.068 2.29                                  
11                    Pimary/secondary    456 0.049 1.99                                  
6       funds                > 500.000   1258 0.143       5.45    8.2  68.36   7.96   76.5
7                              Nothing   5477 0.110 2.74                                  
9   pareduidx                      1-2   2080 0.071 2.54         4.45  72.81   4.28  60.82
10                                   9   1264 0.050        1.9                            
8      inbank                 < 10 000   1672 0.099 3.64         3.64  76.44   3.64  60.54
1    culthome        Strongly disagree   2130 0.054  1.9          1.9  78.34    1.9  49.98
5     edusubj       Engineer/technical   1962 0.048       1.73   1.73  80.07   1.73  35.03
[1] "Contributions, axis 2:"
          var                           cat weight  cos2  ctr1 ctr2 ctrtot cumctr ctrdev ctrvar
2    culthome                Strongly agree   3762 0.278 11.61        19.7   19.7  19.53  99.14
3                         Strongly disagree   2130 0.091       4.44                            
1                        Partially disagree   3090 0.082       3.66                            
11  pareduidx                           1-2   2080 0.143       7.01   17.6   37.3  15.28  74.05
12                                       10    856 0.100  5.42                                 
14                                        9   1264 0.063  3.32                                 
13                                        8   1989 0.038  1.85                                 
6     edusubj            Humanities/culture   1221 0.087  4.58       13.55  50.85  13.42  94.46
7             Social science/law/psychology   1156 0.066   3.5                                 
4                            Economy, admin   1749 0.067       3.36                            
5                        Engineer/technical   1962 0.043       2.12                            
10     inbank                   > 1 000 000   1094 0.139        7.4   9.73  60.58    8.9  69.01
9                           500.000-1 mill.   1198 0.044       2.33                            
16 persincome                  100.-199.000    819 0.079  4.28        7.97  68.55   7.97   83.5
15                             >= 1 000 000    941 0.069       3.69                            
8       funds                     > 500.000   1258 0.151       7.93   7.93  76.48   7.93   64.3
17 secondhome                           Yes   1876 0.055       2.75   2.75  79.23   2.75  86.16
[1] "Contributions, axis 3:"
          var                       cat weight  cos2 ctr1  ctr2 ctrtot cumctr ctrdev ctrvar
1    edulevel         Primary/secondary    789 0.176      11.21  20.34  20.34  17.97  81.61
2             University/college, short   4785 0.209 9.13                                  
13 persincome              500.-599.000   2185 0.084 4.76        13.22  33.56  12.19  73.75
12                         >= 1 000 000    941 0.054       3.39                            
11                         200.-299.000   1152 0.044       2.71                            
14                         600.-799.000   2529 0.043 2.36                                  
10 partneredu University/college, short   3152 0.115 5.96        11.83   45.4   9.81  73.73
9                      Pimary/secondary    456 0.090       5.87                            
16  valuehome                  > 7 mill   2051 0.076       4.37   8.62  54.02   7.88  67.63
17                          3-3,9 mill.   2284 0.043  2.4                                  
15                             < 2 mill    961 0.029       1.85                            
7   pareduidx                       1-2   2080 0.057       3.28   6.53  60.55   6.24  50.35
8                                    10    856 0.051       3.26                            
5      inbank                  < 10 000   1672 0.036       2.15   3.89  64.44   3.88   57.3
6                           > 1 000 000   1094 0.028       1.74                            
4       funds                 > 500.000   1258 0.050       3.07   3.07  67.51   3.07  38.25
3     edusubj      Health, social, care   2285 0.041 2.33         2.33  69.84   2.33  56.88
[1] "Contributions, axis 4:"
          var                       cat weight  cos2  ctr1 ctr2 ctrtot cumctr ctrdev ctrvar
3    edulevel           Upper secondary   4141 0.296 15.81          22     22  21.18  90.37
2             University/college, short   4785 0.086       4.27                            
1                     Primary/secondary    789 0.026       1.91                            
13 persincome              100.-199.000    819 0.137  9.95       20.15  42.15  17.67  82.79
14                         300.-399.000   1619 0.047       3.18                            
15                         500.-599.000   2185 0.039       2.52                            
12                         >= 1 000 000    941 0.035  2.52                                 
16                         800.-999.000    950 0.028  1.98                                 
11 partneredu           Upper secondary   2677 0.122  7.56       14.04  56.19  12.23     79
9                      Pimary/secondary    456 0.055       4.08                            
10            University/college, short   3152 0.041        2.4                            
5     edusubj        Humanities/culture   1221 0.121        8.5  12.02  68.21  11.91  83.44
4                    Engineer/technical   1962 0.053  3.52                                 
7   pareduidx                       1-2   2080 0.073       4.79   7.34  75.55   7.13  63.05
8                                     6   1960 0.039  2.55                                 
6       funds                   Nothing   5477 0.060       2.77   2.77  78.31   2.77  47.15
$dim.1
$dim.1$variables
     variable measure association pvalue
1  persincome    Eta2       0.450      0
2    edulevel    Eta2       0.434      0
3   valuehome    Eta2       0.402      0
4  partneredu    Eta2       0.340      0
5       funds    Eta2       0.248      0
6     edusubj    Eta2       0.207      0
7   pareduidx    Eta2       0.177      0
8      inbank    Eta2       0.144      0
9    culthome    Eta2       0.091      0
10 secondhome    Eta2       0.036      0

$dim.1$categories
                            categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim    cor pval
1    edulevel.University/college, long            0.468           0.409           0.487  0.598    0
2                   valuehome.> 7 mill            0.583           0.430           0.487  0.506    0
3  partneredu.University/college, long            0.512           0.430           0.487  0.494    0
4              persincome.>= 1 000 000            0.763           0.404           0.487  0.428    0
5                      funds.> 500.000            0.575           0.472           0.487  0.378    0
6              persincome.800.-999.000            0.495           0.388           0.487  0.279    0
7           partneredu.Upper secondary           -0.255           0.386           0.487 -0.260    0
8                        pareduidx.1-2           -0.305           0.434           0.487 -0.267    0
9             persincome. 200.-299.000           -0.431           0.345           0.487 -0.270    0
10                  valuehome.< 2 mill           -0.486           0.331           0.487 -0.276    0
11                     inbank.< 10 000           -0.407           0.373           0.487 -0.314    0
12                       funds.Nothing           -0.195           0.419           0.487 -0.331    0
13            edulevel.Upper secondary           -0.315           0.327           0.487 -0.430    0


$dim.2
$dim.2$variables
     variable measure association pvalue
1   pareduidx    Eta2       0.358      0
2    culthome    Eta2       0.341      0
3     edusubj    Eta2       0.255      0
4      inbank    Eta2       0.224      0
5       funds    Eta2       0.213      0
6  persincome    Eta2       0.207      0
7  partneredu    Eta2       0.117      0
8   valuehome    Eta2       0.059      0
9  secondhome    Eta2       0.055      0
10   edulevel    Eta2       0.035      0

$dim.2$categories
                              categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim    cor pval
1                        funds.> 500.000            0.504           0.387           0.416  0.389    0
2                          pareduidx.1-2            0.369           0.316           0.416  0.379    0
3                     inbank.> 1 000 000            0.523           0.378           0.416  0.373    0
4             culthome.Strongly disagree            0.290           0.322           0.416  0.302    0
5            culthome.Partially disagree            0.219           0.335           0.416  0.286    0
6                persincome.>= 1 000 000            0.398           0.422           0.416  0.262    0
7                 edusubj.Economy, admin            0.278           0.365           0.416  0.258    0
8                            pareduidx.9           -0.326           0.346           0.416 -0.252    0
9  edusubj.Social science/law/psychology           -0.349           0.369           0.416 -0.257    0
10               persincome.100.-199.000           -0.460           0.338           0.416 -0.281    0
11            edusubj.Humanities/culture           -0.389           0.340           0.416 -0.295    0
12                          pareduidx.10           -0.506           0.328           0.416 -0.316    0
13               culthome.Strongly agree           -0.353           0.339           0.416 -0.528    0


$dim.3
$dim.3$variables
     variable measure association pvalue
1    edulevel    Eta2       0.325      0
2  persincome    Eta2       0.259      0
3  partneredu    Eta2       0.205      0
4   pareduidx    Eta2       0.189      0
5   valuehome    Eta2       0.180      0
6       funds    Eta2       0.118      0
7      inbank    Eta2       0.100      0
8     edusubj    Eta2       0.079      0
9    culthome    Eta2       0.059      0
10 secondhome    Eta2       0.019      0

$dim.3$categories
                            categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim    cor pval
1           edulevel.Primary/secondary            0.646           0.324           0.384  0.419    0
2          partneredu.Pimary/secondary            0.615           0.404           0.384  0.299    0
3                   valuehome.> 7 mill            0.250           0.350           0.384  0.276    0
4              persincome.500.-599.000           -0.253           0.317           0.384 -0.290    0
5 partneredu.University/college, short           -0.236           0.340           0.384 -0.339    0
6   edulevel.University/college, short           -0.237           0.317           0.384 -0.457    0


$dim.4
$dim.4$variables
     variable measure association pvalue
1    edulevel    Eta2       0.305      0
2  persincome    Eta2       0.285      0
3  partneredu    Eta2       0.207      0
4     edusubj    Eta2       0.198      0
5   pareduidx    Eta2       0.147      0
6       funds    Eta2       0.077      0
7      inbank    Eta2       0.062      0
8   valuehome    Eta2       0.053      0
9    culthome    Eta2       0.016      0
10 secondhome    Eta2       0.001      0

$dim.4$categories
                          categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim    cor pval
1         edusubj.Humanities/culture            0.398           0.297            0.36  0.348    0
2 edulevel.University/college, short            0.142           0.298            0.36  0.293    0
3                      pareduidx.1-2            0.229           0.340            0.36  0.271    0
4         partneredu.Upper secondary           -0.253           0.317            0.36 -0.350    0
5            persincome.100.-199.000           -0.525           0.324            0.36 -0.371    0
6           edulevel.Upper secondary           -0.294           0.299            0.36 -0.544    0

1.4.4 Alle kategoriar, plan 1-2 og 3-2

Understreka = forklarande kategoriar horisontal akse, feit= vertikal akse.

1.4.5 Passive kategoriar

[1] "Passive categories"

TableGrob (1 x 2) "arrange": 2 grobs
  z     cells    name           grob
1 1 (1-1,1-1) arrange gtable[layout]
2 2 (1-1,2-2) arrange gtable[layout]
[1] "Explanatory power %variance expl (Eta2) by supplementary variables"
          dim.1 dim.2 dim.3 dim.4
kjonn       0.6   3.9   0.3   1.8
T1          4.4  19.9   7.1  13.4
T7          4.7   1.2   0.7   0.3
aar         2.7   0.8   0.4   0.4
booksread   3.6   2.2   0.4   2.7
homeown     3.2   7.8   0.8   3.4
cabin       4.3   4.8   0.6   0.2
[1] "T-test for axes by supplementary variables"
$dim.1
                                       weight  test.stat p.value
T7.Oslo                                  1801  24.275706 0.00000
homeown.Own                              9690  19.536959 0.00000
cabin.On mountain                        1629  17.906110 0.00000
T1.40-59 år                             4588  16.719678 0.00000
aar.2023                                 2771  12.893791 0.00000
cabin.Abroad                              341  10.469462 0.00000
booksread.11-20                          2526   9.488820 0.00000
aar.2021                                 3329   9.222526 0.00000
kjonn.Mann                               6837   9.048627 0.00000
booksread.4-10                           4357   6.917523 0.00000
cabin.By sea                              961   6.702482 0.00000
T1.25-39 år                             3091   6.406905 0.00000
booksread.21+                            2563   4.801123 0.00000
cabin.Inland, but not in the mountains    682   3.626349 0.00029
T7.Østlandet uten Oslo                  5106  -3.702363 0.00021
T7.Vestlandet                            3524  -4.420531 0.00001
T7.Midt-Norge                            1915  -5.410761 0.00000
homeown.Housing association              1537  -5.475408 0.00000
aar.2019                                 3819  -7.585063 0.00000
T1.60 år +                              3782  -7.766474 0.00000
booksread.1-3                            2833  -8.883199 0.00000
kjonn.Kvinne                             6657  -9.048627 0.00000
T7.Nord-Norge                            1148  -9.427190 0.00000
aar.2017                                 3575 -13.069435 0.00000
booksread.Don't read books               1215 -18.170673 0.00000
homeown.Rent                             2172 -18.819062 0.00000
T1.15-24 år                             2033 -19.916542 0.00000
cabin.Do not own alone                   9881 -22.573333 0.00000

$dim.2
                                       weight  test.stat p.value
T1.60 år +                              3782  36.393171 0.00000
homeown.Own                              9690  29.190029 0.00000
kjonn.Mann                               6837  23.024491 0.00000
cabin.On mountain                        1629  15.442997 0.00000
T1.40-59 år                             4588  14.498713 0.00000
booksread.Don't read books               1215  13.025707 0.00000
cabin.By sea                              961  12.206948 0.00000
cabin.Abroad                              341   8.718558 0.00000
aar.2023                                 2771   8.483983 0.00000
cabin.Inland, but not in the mountains    682   7.877001 0.00000
booksread.1-3                            2833   7.870269 0.00000
T7.Østlandet uten Oslo                  5106   5.255763 0.00000
T7.Nord-Norge                            1148   2.029820 0.04237
T7.Vestlandet                            3524   1.974923 0.04828
booksread.4-10                           4357  -3.019187 0.00253
homeown.Housing association              1537  -5.785389 0.00000
booksread.11-20                          2526  -5.895440 0.00000
booksread.21+                            2563  -8.215303 0.00000
aar.2019                                 3819  -8.401064 0.00000
T7.Oslo                                  1801 -12.760975 0.00000
kjonn.Kvinne                             6657 -23.024491 0.00000
T1.25-39 år                             3091 -23.878112 0.00000
cabin.Do not own alone                   9881 -25.440483 0.00000
homeown.Rent                             2172 -30.559222 0.00000
T1.15-24 år                             2033 -36.842593 0.00000

$dim.3
                                       weight  test.stat p.value
T1.60 år +                              3782  18.393985 0.00000
T1.15-24 år                             2033  17.460617 0.00000
homeown.Rent                             2172   9.760623 0.00000
T7.Oslo                                  1801   9.073792 0.00000
aar.2017                                 3575   7.513154 0.00000
booksread.Don't read books               1215   6.313707 0.00000
kjonn.Mann                               6837   6.149434 0.00000
cabin.Abroad                              341   5.493043 0.00000
cabin.Inland, but not in the mountains    682   4.173018 0.00003
cabin.On mountain                        1629   3.830035 0.00013
cabin.By sea                              961   2.954311 0.00313
aar.2021                                 3329  -2.938163 0.00330
aar.2023                                 2771  -3.612511 0.00030
homeown.Housing association              1537  -4.166276 0.00003
booksread.4-10                           4357  -4.266465 0.00002
homeown.Own                              9690  -5.305707 0.00000
kjonn.Kvinne                             6657  -6.149434 0.00000
T7.Vestlandet                            3524  -6.249710 0.00000
cabin.Do not own alone                   9881  -8.545634 0.00000
T1.40-59 år                             4588 -10.859442 0.00000
T1.25-39 år                             3091 -22.280757 0.00000

$dim.4
                                       weight  test.stat p.value
T1.60 år +                              3782  32.470593 0.00000
kjonn.Kvinne                             6657  15.538197 0.00000
booksread.21+                            2563  14.526339 0.00000
homeown.Own                              9690  10.637141 0.00000
homeown.Housing association              1537   8.821991 0.00000
aar.2017                                 3575   7.135320 0.00000
booksread.11-20                          2526   4.590372 0.00000
cabin.By sea                              961   3.469634 0.00052
T7.Østlandet uten Oslo                  5106   3.467389 0.00053
cabin.Inland, but not in the mountains    682   3.179230 0.00148
T7.Nord-Norge                            1148   2.953833 0.00314
cabin.Do not own alone                   9881  -2.747951 0.00600
T7.Vestlandet                            3524  -2.833245 0.00461
T1.25-39 år                             3091  -3.087387 0.00202
aar.2019                                 3819  -3.137988 0.00170
aar.2023                                 2771  -3.341381 0.00083
T7.Midt-Norge                            1915  -4.978895 0.00000
booksread.Don't read books               1215 -10.045979 0.00000
booksread.1-3                            2833 -10.132446 0.00000
kjonn.Mann                               6837 -15.538197 0.00000
homeown.Rent                             2172 -20.431740 0.00000
T1.15-24 år                             2033 -34.932295 0.00000

2 MCA vekta (rake: weights)

3 Vekta MCA: Hovudresultat

                      Axis 1 Axis 2 Axis 3 Axis 4 Axis 5
Eigenvalues            0.245  0.172  0.163  0.128  0.122
Rate (%)               4.969  3.498  3.300  2.594  2.475
Modified GDAtools (%) 64.990 16.220 12.150  2.410  1.500
Mod.rate soc.ca (%)   49.800 14.900 11.700  3.600  2.700

TableGrob (2 x 2) "arrange": 4 grobs
  z     cells    name           grob
1 1 (1-1,1-1) arrange gtable[layout]
2 2 (1-1,2-2) arrange gtable[layout]
3 3 (2-2,1-1) arrange gtable[layout]
4 4 (2-2,2-2) arrange gtable[layout]

          dim.1 dim.2 dim.3 dim.4
kjonn       0.0   5.2   0.1   0.4
T1          5.9  19.2  12.6   5.4
T7          5.3   0.6   1.5   0.1
aar         2.1   1.1   0.1   0.0
booksread   4.8   1.7   0.3   0.9
homeown     1.2   7.3   0.3   1.7
cabin       1.9   4.9   0.4   0.1
$dim.1
                             weight  test.stat p.value
T7.Oslo                      1765.7  25.905118 0.00000
T1.25-39 år                 3677.6  15.953739 0.00000
cabin.On mountain            1435.4  12.404368 0.00000
aar.2023                     2734.7  12.380991 0.00000
T1.40-59 år                 4474.2  11.925542 0.00000
homeown.Own                  9740.4  11.458395 0.00000
booksread.11-20              2193.7  11.455031 0.00000
booksread.4-10               4077.4  10.167533 0.00000
cabin.Abroad                  321.3   6.922082 0.00000
aar.2021                     3375.8   6.164611 0.00000
cabin.By sea                  908.3   4.749518 0.00000
booksread.21+                2323.6   3.239545 0.00120
kjonn.Mann                   7001.9   2.151877 0.03141
kjonn.Kvinne                 6492.1  -2.151877 0.03141
homeown.Housing association  1591.0  -2.337122 0.01943
T7.Vestlandet                3524.7  -2.402296 0.01629
T1.15-24 år                 1599.2  -2.722278 0.00648
aar.2019                     3808.6  -4.109578 0.00004
T7.Midt-Norge                1860.3  -4.681161 0.00000
booksread.1-3                3142.2  -6.436874 0.00000
T7.Østlandet uten Oslo      5135.2  -6.992426 0.00000
T7.Nord-Norge                1208.2  -9.358446 0.00000
homeown.Rent                 2056.5 -11.708787 0.00000
aar.2017                     3575.0 -13.136686 0.00000
cabin.Do not own alone      10192.8 -14.850260 0.00000
booksread.Don't read books   1757.2 -21.982262 0.00000
T1.60 år +                  3743.0 -26.441440 0.00000

$dim.2
                                        weight  test.stat p.value
T1.60 år +                             3743.0  34.042082 0.00000
homeown.Own                             9740.4  28.561100 0.00000
kjonn.Mann                              7001.9  26.474531 0.00000
T1.40-59 år                            4474.2  17.386298 0.00000
cabin.On mountain                       1435.4  13.679644 0.00000
cabin.By sea                             908.3  13.471628 0.00000
booksread.Don't read books              1757.2  12.249035 0.00000
cabin.Abroad                             321.3  10.529306 0.00000
aar.2023                                2734.7  10.415165 0.00000
cabin.Inland, but not in the mountains   636.2   7.947645 0.00000
booksread.1-3                           3142.2   5.528438 0.00000
T7.Vestlandet                           3524.7   2.908459 0.00363
aar.2021                                3375.8   2.435116 0.01489
T7.Midt-Norge                           1860.3   2.419235 0.01555
booksread.11-20                         2193.7  -3.359733 0.00078
booksread.4-10                          4077.4  -4.665703 0.00000
aar.2017                                3575.0  -4.685253 0.00000
aar.2019                                3808.6  -7.051420 0.00000
homeown.Housing association             1591.0  -7.740892 0.00000
booksread.21+                           2323.6  -8.149518 0.00000
T7.Oslo                                 1765.7  -9.040237 0.00000
cabin.Do not own alone                 10192.8 -25.316430 0.00000
kjonn.Kvinne                            6492.1 -26.474531 0.00000
homeown.Rent                            2056.5 -28.619809 0.00000
T1.25-39 år                            3677.6 -28.688057 0.00000
T1.15-24 år                            1599.2 -32.957197 0.00000

$dim.3
                                        weight  test.stat p.value
T1.60 år +                             3743.0  26.092730 0.00000
T1.15-24 år                            1599.2  24.502411 0.00000
T7.Oslo                                 1765.7  13.225254 0.00000
homeown.Rent                            2056.5   5.818749 0.00000
booksread.21+                           2323.6   5.152741 0.00000
cabin.On mountain                       1435.4   4.182674 0.00003
cabin.Abroad                             321.3   4.014266 0.00006
aar.2017                                3575.0   3.101077 0.00193
kjonn.Mann                              7001.9   3.025787 0.00248
cabin.Inland, but not in the mountains   636.2   2.201565 0.02770
cabin.By sea                             908.3   2.033031 0.04205
aar.2019                                3808.6  -2.451305 0.01423
kjonn.Kvinne                            6492.1  -3.025787 0.00248
booksread.1-3                           3142.2  -3.832040 0.00013
homeown.Own                             9740.4  -4.087820 0.00004
cabin.Do not own alone                 10192.8  -6.694071 0.00000
T7.Vestlandet                           3524.7  -8.162320 0.00000
T1.40-59 år                            4474.2 -17.208052 0.00000
T1.25-39 år                            3677.6 -25.827949 0.00000

$dim.4
                            weight  test.stat p.value
T1.15-24 år                1599.2  16.946585 0.00000
homeown.Rent                2056.5  14.720715 0.00000
kjonn.Mann                  7001.9   7.690627 0.00000
booksread.Don't read books  1757.2   7.297052 0.00000
T1.25-39 år                3677.6   6.147259 0.00000
T1.40-59 år                4474.2   5.685531 0.00000
booksread.1-3               3142.2   4.811156 0.00000
aar.2023                    2734.7   2.245384 0.02474
T7.Østlandet uten Oslo     5135.2  -2.068239 0.03862
booksread.11-20             2193.7  -2.203182 0.02758
T7.Nord-Norge               1208.2  -2.271616 0.02311
homeown.Housing association 1591.0  -5.016909 0.00000
kjonn.Kvinne                6492.1  -7.690627 0.00000
booksread.21+               2323.6  -8.027316 0.00000
homeown.Own                 9740.4  -8.241108 0.00000
T1.60 år +                 3743.0 -24.326477 0.00000

3.1 Samanlikningar Uvekta og vekta MCA

[1] "Vekta kontra uvekta eigenverdiar"
                      Axis 1 Axis 2 Axis 3 Axis 4 Axis 5
Eigenvalues            0.245  0.172  0.163  0.128  0.122
Rate (%)               4.969  3.498  3.300  2.594  2.475
Modified GDAtools (%) 64.990 16.220 12.150  2.410  1.500
Mod.rate soc.ca (%)   49.800 14.900 11.700  3.600  2.700
[1] "Sum axis 1-2:64.7, axis 1-3:76.4"
                      Axis 1 Axis 2 Axis 3 Axis 4 Axis 5
Eigenvalues            0.238  0.173  0.148  0.130  0.121
Rate (%)               4.838  3.524  3.006  2.643  2.473
Modified GDAtools (%) 66.230 18.670  7.930  3.100  1.610
Mod.rate soc.ca (%)   49.300 16.500  8.400  4.300  2.800
[1] "Sum axis 1-2:65.8, axis 1-3:74.2"

Coordinate system already present. Adding new coordinate system, which will replace the existing one.
Coordinate system already present. Adding new coordinate system, which will replace the existing one.

Coordinate system already present. Adding new coordinate system, which will replace the existing one.
Coordinate system already present. Adding new coordinate system, which will replace the existing one.

[1] "Bidrag etter variabelgruppe, vekta kontra uvekta"
         dim.1     dim.2    dim.3    dim.4     dim.5
Eco   44.06612 51.345164 29.55479 24.71872 70.488102
Cult  42.07765 45.393985 54.47101 51.08754 26.551101
Other 13.85623  3.260851 15.97420 24.19375  2.960797
         dim.1     dim.2    dim.3    dim.4     dim.5
Eco   52.77286 38.779961 44.22602 34.24813 63.858857
Cult  34.06040 56.579420 42.46268 50.26703 28.993155
Other 13.16674  4.640619 13.31129 15.48484  7.147988
[1] "Bidrag etter variabel, vekta kontra uvekta"
                dim.1     dim.2      dim.3      dim.4       dim.5
persincome 16.8366912 11.624749 11.4599237 11.5541168 15.40961369
inbank      4.7090669 17.375663  3.1207531  7.2928894 17.24505176
funds       8.0805880 16.598182  4.6804251  1.7892643 28.84916115
valuehome  13.7428958  1.819290  9.6063059  3.9163264  8.89098832
secondhome  0.6968743  3.927281  0.6873775  0.1661197  0.09328697
edulevel   18.3299244  1.011075 26.5712783 30.3769597  6.65571255
edusubj     6.2957313 14.690357  6.2507797  6.6101544 14.82224544
pareduidx  11.5091022 14.281012 17.6907307 13.0586103  3.67419553
culthome    5.9428934 15.411542  3.9582213  1.0418135  1.39894750
partneredu 13.8562325  3.260851 15.9742046 24.1937454  2.96079708
               dim.1      dim.2     dim.3      dim.4       dim.5
persincome 18.756368  9.5471127 16.530540 21.3407138 14.05516312
inbank      6.006622 12.8922001  6.768051  4.6119833 16.37687114
funds      10.410080 12.3273312  8.025545  5.8656755 25.07978928
valuehome  16.110095  0.8266472 11.647011  2.3201378  8.32893091
secondhome  1.489699  3.1866695  1.254877  0.1096218  0.01810298
edulevel   18.287980  2.0409378 22.015489 23.4374576  9.94428656
edusubj     4.944901 14.2061489  4.095347 14.2702858 12.76299632
pareduidx   7.031243 20.6289927 12.389542 11.3099237  3.98319134
culthome    3.796273 19.7033405  3.962305  1.2493629  2.30268032
partneredu 13.166738  4.6406193 13.311294 15.4848377  7.14798804
[1] "Forklaringskraft til supplerande kategoriar, Eta2, vekta mot uvekta:"
          dim.1 dim.2 dim.3 dim.4
kjonn       0.0   5.2   0.1   0.4
T1          5.9  19.2  12.6   5.4
T7          5.3   0.6   1.5   0.1
aar         2.1   1.1   0.1   0.0
booksread   4.8   1.7   0.3   0.9
homeown     1.2   7.3   0.3   1.7
cabin       1.9   4.9   0.4   0.1
          dim.1 dim.2 dim.3 dim.4
kjonn       0.6   3.9   0.3   1.8
T1          4.4  19.9   7.1  13.4
T7          4.7   1.2   0.7   0.3
aar         2.7   0.8   0.4   0.4
booksread   3.6   2.2   0.4   2.7
homeown     3.2   7.8   0.8   3.4
cabin       4.3   4.8   0.6   0.2
[1] "Kurvelinaritet i aktive variablar"

3.2 Samanlikning: Preferanse for politiske parti

Storleik passive symbol = samla cos 1+2

Scale for size is already present.
Adding another scale for size, which will replace the existing scale.
Scale for size is already present.
Adding another scale for size, which will replace the existing scale.

[1] "T-test politiske variablar, uvekta:"
$dim.1
                                      weight  test.stat p.value
V7.Høyre                               2400  18.329194 0.00000
Q119.Meget interessert                  2559  15.900558 0.00000
V7.Venstre                               609  12.751387 0.00000
V7.Miljøpartiet De Grønne              728   8.662704 0.00000
Q119.Ganske interessert                 6556   6.446241 0.00000
V7.Sosialistisk Venstreparti (SV)       1420   3.715700 0.00020
V7.Arbeiderpartiet                      2372  -2.747000 0.00601
V7.Kristelig Folkeparti                  520  -3.493449 0.00048
V7.Annet parti                           193  -5.588519 0.00000
V7.Rødt                                 746  -6.288019 0.00000
V7.Fremskrittspartiet (FRP)              738 -10.356951 0.00000
V7.Senterpartiet                        1153 -11.963335 0.00000
Q119.Ikke interessert i det hele tatt    513 -12.256826 0.00000
Q119.Ikke særlig interessert           3745 -16.180251 0.00000

$dim.2
                                      weight  test.stat p.value
V7.Høyre                               2400  20.378476 0.00000
V7.Fremskrittspartiet (FRP)              738  11.731552 0.00000
V7.Senterpartiet                        1153   7.240672 0.00000
V7.Arbeiderpartiet                      2372   7.136676 0.00000
Q119.Ganske interessert                 6556   5.176121 0.00000
V7.Industri- og næringspartiet (INP)     92   4.162171 0.00003
V7.Vil ikke oppgi                        537   3.189192 0.00143
Q119.Ikke særlig interessert           3745   3.111082 0.00186
V7.Kristelig Folkeparti                  520  -3.958078 0.00008
Q119.Ikke interessert i det hele tatt    513  -4.170503 0.00003
V7.Venstre                               609  -7.007244 0.00000
Q119.Meget interessert                  2559  -7.970803 0.00000
V7.Rødt                                 746 -11.325336 0.00000
V7.Miljøpartiet De Grønne              728 -15.809214 0.00000
V7.Sosialistisk Venstreparti (SV)       1420 -19.909143 0.00000

$dim.3
                                      weight test.stat p.value
Q119.Meget interessert                  2559  9.497591 0.00000
V7.Fremskrittspartiet (FRP)              738  4.774551 0.00000
Q119.Ikke interessert i det hele tatt    513  2.355118 0.01852
V7.Venstre                               609  2.222336 0.02626
V7.Miljøpartiet De Grønne              728  2.022066 0.04317
V7.Sosialistisk Venstreparti (SV)       1420 -2.745043 0.00605
V7.Kristelig Folkeparti                  520 -3.038891 0.00237
Q119.Ganske interessert                 6556 -4.136178 0.00004
Q119.Ikke særlig interessert           3745 -4.861308 0.00000
V7.Arbeiderpartiet                      2372 -5.648346 0.00000
[1] "T-test politiske variablar, vekta:"
$dim.1
                                      weight  test.stat p.value
V7.Høyre                             2249.1  16.801544 0.00000
Q119.Meget interessert                2151.9  15.467643 0.00000
V7.Venstre                             453.0  14.019654 0.00000
V7.Miljøpartiet De Grønne            565.2  12.241332 0.00000
V7.Sosialistisk Venstreparti (SV)     1143.3   8.110257 0.00000
Q119.Ganske interessert               6295.9   5.876204 0.00000
V7.Vil ikke oppgi                      546.4  -3.497446 0.00047
V7.Rødt                               764.6  -4.099579 0.00004
V7.Arbeiderpartiet                    2347.2  -4.401912 0.00001
V7.Annet parti                         266.0  -5.682525 0.00000
Q119.Ikke interessert i det hele tatt  638.4  -9.704645 0.00000
V7.Senterpartiet                      1252.6 -10.206093 0.00000
V7.Fremskrittspartiet (FRP)            992.2 -14.323696 0.00000
Q119.Ikke særlig interessert         4280.4 -14.412673 0.00000

$dim.2
                                      weight  test.stat p.value
V7.Høyre                             2249.1  22.440528 0.00000
V7.Fremskrittspartiet (FRP)            992.2  10.714329 0.00000
V7.Arbeiderpartiet                    2347.2   7.318851 0.00000
Q119.Ganske interessert               6295.9   5.693079 0.00000
V7.Senterpartiet                      1252.6   4.989716 0.00000
V7.Industri- og næringspartiet (INP)  116.9   3.410054 0.00065
V7.Vil ikke oppgi                      546.4   2.916853 0.00354
V7.Annet parti                         266.0  -2.660451 0.00780
V7.Kristelig Folkeparti                432.2  -3.140303 0.00169
Q119.Meget interessert                2151.9  -4.925763 0.00000
V7.Venstre                             453.0  -5.924741 0.00000
Q119.Ikke interessert i det hele tatt  638.4  -6.753209 0.00000
V7.Rødt                               764.6 -13.514648 0.00000
V7.Miljøpartiet De Grønne            565.2 -13.912052 0.00000
V7.Sosialistisk Venstreparti (SV)     1143.3 -18.819454 0.00000

$dim.3
                                      weight test.stat p.value
Q119.Meget interessert                2151.9 10.663953 0.00000
V7.Venstre                             453.0  4.550019 0.00001
V7.Miljøpartiet De Grønne            565.2  4.335005 0.00001
V7.Kristelig Folkeparti                432.2 -2.048408 0.04052
Q119.Ikke interessert i det hele tatt  638.4 -2.253195 0.02425
V7.Industri- og næringspartiet (INP)  116.9 -2.516103 0.01187
V7.Arbeiderpartiet                    2347.2 -4.135905 0.00004
V7.Senterpartiet                      1252.6 -7.466828 0.00000
Q119.Ikke særlig interessert         4280.4 -7.553545 0.00000