[1] ""Sosialt rom Lennart17 homologi
1 MCA Sosialt rom NM 2017 Lennart
Forsøk på reproduksjon i R.
1.1 Read libraries, functions, data
Renaming and recoding
1.2 Chose variables for analysis and make subsets
Handle missing etc.
[1] "Dropped from analysis:"[1] 2351.3 MCA (uvekta)
OBS SJEKK at soc.ca kategoriane er dei same - NO FEIL
[1] "Are the passive categories identical in GDAtools and SOC.CA?"[1] TRUE1.4 Aktive variablar, individ, eigenverdiar, individskyer
[1] "Active variables in analysis:" [1] "partneredu" "stocks" "stockfund" "inbank" "homeown" "secondhome" "occupation" "publicprivate" "hascabin" "culthome" "fathersedu" "edusubj" "houseincome" "edulevel" $booksread
Dont read 1-3 4-10 11-20 21+ MISS
9.1 21.1 32.2 19.3 18.3 0.0
$partneredu
Pimary/secondary Upper secondary University/college, short University/college, long MISS
4.6 20.9 21.5 18.2 34.8
$stocks
No Yes MISS
70.2 29.8 0.0
$stockfund
No Yes MISS
65.1 34.9 0.0
$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
13.7 18.1 13.1 18.3 12.2 9.5 7.8 7.1
$homeown
Own Housing association Rent MISS
73.4 10.9 15.1 0.6
$secondhome
Yes No MISS
15.0 83.9 1.1
$occupation
Arbeider/operatør, ufaglært Arbeider/operatør, faglært Toppleder/ Daglig leder Funksjonær (kontorarbeid), ledende stilling ellers Funksjonær ellers (kontorarbeid)
4.4 16.5 4.5 11.1 9.9
Selvstendig Elev/Student/Lærling For tiden arbeidsløs Alderspensjonist Trygdet
5.8 11.0 1.5 19.6 6.1
Gift uten eget betalt arbeid Annet MISS
0.3 9.3 0.2
$publicprivate
State empl. Munic. empl. Priv. empl. Other MISS
14.8 17.9 38.7 20.7 8.0
$hascabin
no share yes, own MISS
61.0 10.6 24.7 3.7
$culthome
Strongly disagree Partially disagree Partially agree Strongly agree MISS
17.0 21.8 32.5 27.8 1.0
$fathersedu
FaEduBasic FaEduJunHigh FaEduHighSc FaEduBach FaEduMaster DNTKNW MISS
24.1 13.7 20.3 19.5 16.4 0.0 6.1
$edusubj
Engineer/technical Craft Social science/law/psychology Natural science Health, social, care Economy, admin Humanities/culture Other MISS
12.9 10.1 7.8 7.9 17.8 12.2 9.0 20.5 1.9
$houseincome
Under kr. 300.000 Kr. 300-499.000 Kr. 500-799.000 Kr. 800-999.000 Kr. 1 mill. + MISS
9.7 15.8 27.8 16.0 29.6 1.1
$edulevel
Primary/secondary Upper secondary University/college, short University/college, long MISS
7.4 31.2 33.5 27.8 0.1 [1] "Passive categories in analysis" [1] "partneredu.MISS" "inbank.MISS" "homeown.MISS" "secondhome.MISS" "occupation.Elev/Student/Lærling" "occupation.For tiden arbeidsløs" "occupation.Alderspensjonist"
[8] "occupation.Trygdet" "occupation.Gift uten eget betalt arbeid" "occupation.Annet" "occupation.MISS" "publicprivate.MISS" "hascabin.MISS" "culthome.MISS"
[15] "fathersedu.MISS" "edusubj.MISS" "houseincome.MISS" "edulevel.MISS" [1] "Individuals excluded from analysis:"[1] 235[1] "Number of active individuals:"[1] 3617 Axis 1 Axis 2 Axis 3 Axis 4 Axis 5
Eigenvalues 0.192 0.144 0.116 0.111 0.092
Rate (%) 5.739 4.308 3.483 3.318 2.760
Modified GDAtools (%) 55.750 21.280 8.810 6.960 2.330
Mod.rate soc.ca (%) 44.700 18.900 9.000 7.500 3.300
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] Cultural Upper Balanced Upper Economic Upper Cultural Intermed. Balanced Intermed. Econ Intermed. Cultural Lower Balanced Lower Economic Lower Sum
9.6 14.0 9.8 9.4 12.0 10.7 11.1 12.4 11.0 100.0 Coordinate system already present. Adding new coordinate system, which will replace the existing one.
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
booksread 4.102936 6.112456 0.68184654 5.1839004 3.4105982
partneredu 11.123713 5.081798 3.78340938 8.6568733 4.4001692
stocks 5.343777 5.884750 0.78657934 0.9288456 0.9303148
stockfund 4.471915 3.492134 0.06959914 0.5100762 2.2886755
inbank 4.968079 4.201044 2.17934704 3.4801272 2.9141353
homeown 5.162463 10.645697 3.97281671 5.5411821 7.1581078
secondhome 2.166267 2.772198 0.03853615 0.1618435 7.6934804
occupation 7.750777 1.596410 19.92347121 6.0426997 15.2361775
publicprivate 2.885881 6.486419 18.29650060 23.8403931 6.3344686
hascabin 5.351549 6.815173 0.02973252 1.2952597 2.9171358
culthome 2.930652 11.455004 3.35266044 1.6094754 5.7720738
fathersedu 3.183443 11.538898 6.82015065 13.9858758 2.6563755
edusubj 9.233557 14.031569 21.80427009 10.6176889 18.6377192
houseincome 15.204714 6.338440 9.08536518 6.7331722 8.1822394
edulevel 16.120275 3.548009 9.17571502 11.4125870 11.4683289 dim.1 dim.2 dim.3 dim.4 dim.5
Eco 42.66877 40.14944 16.16198 18.65051 32.08409
Cult 35.57086 46.68594 41.83464 42.80953 41.94510
Other 21.76037 13.16463 42.00338 38.53997 25.97082[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 1006 0.326 8.18 15.99 15.99 15.75 97.72
4 Upper secondary 1127 0.222 5.3
2 Primary/secondary 268 0.078 2.51
10 houseincome Kr. 1 mill. + 1071 0.324 7.94 14.7 30.69 14.4 94.68
12 Under kr. 300.000 351 0.119 3.75
11 Kr. 300-499.000 570 0.103 3.02
16 partneredu University/college, long 657 0.267 7.6 7.6 38.29 7.6 68.31
5 edusubj Craft 367 0.089 2.78 5.5 43.8 5.33 57.73
6 Other 742 0.098 2.72
21 stocks Yes 1079 0.154 3.75 5.34 49.14 5.34 100
20 No 2538 0.154 1.59
15 occupation Funksjonær (kontorarbeid), ledende stilling ellers 400 0.107 3.31 5.2 54.34 4.56 58.84
14 Arbeider/operatør, ufaglært 160 0.057 1.89
8 hascabin yes, own 895 0.079 2.08 4.08 58.42 3.9 72.91
7 no 2207 0.147 2
9 homeown Rent 546 0.136 4 4 62.42 4 77.51
13 inbank < 10 000 497 0.103 3.07 3.07 65.5 3.07 61.86
19 stockfund Yes 1263 0.129 2.91 2.91 68.41 2.91 65.08
1 booksread Dont read 330 0.078 2.47 2.47 70.88 2.47 60.24
18 secondhome Yes 541 0.063 1.85 1.85 72.73 1.85 85.34
17 publicprivate Other 749 0.063 1.74 1.74 74.47 1.74 60.27[1] "Contributions, axis 2:" var cat weight cos2 ctr1 ctr2 ctrtot cumctr ctrdev ctrvar
3 culthome Strongly agree 1005 0.190 6.34 11.44 11.44 11.33 98.93
4 Strongly disagree 614 0.077 2.96
2 Partially disagree 789 0.059 2.14
11 fathersedu FaEduBasic 872 0.155 5.43 11.33 22.78 10.84 93.91
12 FaEduMaster 592 0.108 4.18
10 FaEduBach 705 0.046 1.72
6 edusubj Craft 367 0.092 3.82 11.22 33.99 8.95 63.76
8 Humanities/culture 324 0.074 3.1
7 Health, social, care 644 0.067 2.56
9 Social science/law/psychology 283 0.041 1.74
15 homeown Rent 546 0.186 7.31 9.8 43.79 9.7 91.11
14 Own 2655 0.202 2.49
22 publicprivate State empl. 534 0.059 2.34 6.32 50.12 6.18 95.32
21 Priv. empl. 1400 0.074 2.11
20 Munic. empl. 646 0.049 1.87
26 stocks Yes 1079 0.127 4.13 5.88 56 5.88 100
25 No 2538 0.127 1.76
16 houseincome Under kr. 300.000 351 0.124 5.19 5.19 61.19 5.19 81.92
13 hascabin yes, own 895 0.149 5.19 5.19 66.38 5.19 76.14
18 partneredu Pimary/secondary 165 0.051 2.25 4.13 70.51 3.52 69.36
19 Upper secondary 757 0.051 1.88
1 booksread Dont read 330 0.072 3.02 3.02 73.54 3.02 49.45
23 secondhome Yes 541 0.060 2.37 2.37 75.91 2.37 85.62
24 stockfund Yes 1263 0.075 2.27 2.27 78.18 2.27 65.08
17 inbank > 1 000 000 283 0.053 2.27 2.27 80.45 2.27 53.97
5 edulevel Primary/secondary 268 0.041 1.75 1.75 82.2 1.75 49.46[1] "Contributions, axis 3:" var cat weight cos2 ctr1 ctr2 ctrtot cumctr ctrdev ctrvar
11 occupation Arbeider/operatør, faglært 595 0.380 18.17 18.17 18.17 18.17 91.19
4 edusubj Health, social, care 644 0.337 15.86 17.84 36 14.99 68.74
5 Other 742 0.043 1.97
13 publicprivate Munic. empl. 646 0.252 11.87 17.42 53.42 16.86 92.14
14 Other 749 0.078 3.53
15 Priv. empl. 1400 0.057 2.02
10 houseincome Under kr. 300.000 351 0.102 5.28 8.41 61.84 8.41 92.58
9 Kr. 800-999.000 580 0.065 3.13
3 edulevel University/college, short 1212 0.118 4.48 8.2 70.04 7.01 76.35
2 Primary/secondary 268 0.070 3.72
7 fathersedu FaEduMaster 592 0.079 3.81 5.48 75.52 5.37 78.66
6 FaEduHighSc 733 0.037 1.68
8 homeown Rent 546 0.064 3.12 3.12 78.63 3.12 78.41
1 culthome Strongly agree 1005 0.057 2.37 2.37 81 2.37 70.57
12 partneredu Upper secondary 757 0.046 2.06 2.06 83.06 2.06 54.56[1] "Contributions, axis 4:" var cat weight cos2 ctr1 ctr2 ctrtot cumctr ctrdev ctrvar
15 publicprivate Priv. empl. 1400 0.361 13.3 22.5 22.5 21.17 88.81
14 Other 749 0.193 9.2
7 fathersedu FaEduBasic 872 0.185 8.44 13.28 35.78 12.85 91.85
8 FaEduHighSc 733 0.101 4.84
2 edulevel Primary/secondary 268 0.093 5.19 11.3 47.08 9.29 81.41
4 Upper secondary 1127 0.103 4.26
3 University/college, long 1006 0.043 1.85
13 partneredu Pimary/secondary 165 0.117 6.69 6.69 53.77 6.69 77.27
5 edusubj Engineer/technical 465 0.074 3.88 6.43 60.2 6.19 58.29
6 Humanities/culture 324 0.046 2.55
9 homeown Rent 546 0.087 4.44 4.44 64.65 4.44 80.16
11 houseincome Under kr. 300.000 351 0.039 2.11 4.12 68.77 4.07 60.49
10 Kr. 300-499.000 570 0.040 2.01
1 booksread 21+ 663 0.056 2.73 2.73 71.5 2.73 52.73
12 occupation Arbeider/operatør, ufaglært 160 0.041 2.33 2.33 73.83 2.33 38.63$dim.1
$dim.1$variables
variable measure association pvalue
1 edulevel Eta2 0.464 0
2 houseincome Eta2 0.438 0
3 partneredu Eta2 0.381 0
4 occupation Eta2 0.312 0
5 edusubj Eta2 0.266 0
6 hascabin Eta2 0.154 0
7 stocks Eta2 0.154 0
8 homeown Eta2 0.149 0
9 inbank Eta2 0.145 0
10 stockfund Eta2 0.129 0
11 fathersedu Eta2 0.120 0
12 booksread Eta2 0.118 0
13 culthome Eta2 0.085 0
14 publicprivate Eta2 0.084 0
15 secondhome Eta2 0.063 0
$dim.1$categories
categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim cor pval
1 edulevel.University/college, long 0.403 0.310 0.438 0.571 0
2 houseincome.Kr. 1 mill. + 0.385 0.334 0.438 0.570 0
3 partneredu.University/college, long 0.480 0.303 0.438 0.517 0
4 stocks.Yes 0.263 0.389 0.438 0.392 0
5 stockfund.Yes 0.214 0.402 0.438 0.359 0
6 homeown.Own 0.089 0.418 0.438 0.339 0
7 occupation.Funksjonær (kontorarbeid), ledende stilling ellers 0.407 0.366 0.438 0.327 0
8 hascabin.yes, own 0.215 0.403 0.438 0.282 0
9 secondhome.Yes 0.261 0.399 0.438 0.250 0
10 publicprivate.Other -0.215 0.399 0.438 -0.251 0
11 edulevel.Primary/secondary -0.433 0.340 0.438 -0.279 0
12 booksread.Dont read -0.387 0.397 0.438 -0.280 0
13 edusubj.Craft -0.389 0.308 0.438 -0.299 0
15 edusubj.Other -0.271 0.384 0.438 -0.314 0
16 inbank.< 10 000 -0.351 0.376 0.438 -0.320 0
17 houseincome.Kr. 300-499.000 -0.325 0.305 0.438 -0.321 0
18 houseincome.Under kr. 300.000 -0.462 0.272 0.438 -0.346 0
19 stockfund.No -0.115 0.413 0.438 -0.359 0
20 homeown.Rent -0.383 0.343 0.438 -0.368 0
21 hascabin.no -0.134 0.406 0.438 -0.384 0
22 stocks.No -0.112 0.409 0.438 -0.392 0
23 edulevel.Upper secondary -0.306 0.318 0.438 -0.471 0
$dim.2
$dim.2$variables
variable measure association pvalue
1 edusubj Eta2 0.303 0
2 fathersedu Eta2 0.250 0
3 culthome Eta2 0.247 0
4 homeown Eta2 0.230 0
5 partneredu Eta2 0.170 0
6 hascabin Eta2 0.149 0
7 publicprivate Eta2 0.142 0
8 houseincome Eta2 0.137 0
9 booksread Eta2 0.132 0
10 stocks Eta2 0.127 0
11 occupation Eta2 0.122 0
12 inbank Eta2 0.092 0
13 edulevel Eta2 0.077 0
14 stockfund Eta2 0.075 0
15 secondhome Eta2 0.060 0
$dim.2$categories
categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim cor pval
1 homeown.Own 0.103 0.341 0.379 0.450 0
2 fathersedu.FaEduBasic 0.265 0.317 0.379 0.393 0
3 hascabin.yes, own 0.255 0.319 0.379 0.386 0
4 stocks.Yes 0.207 0.333 0.379 0.357 0
5 edusubj.Craft 0.342 0.305 0.379 0.303 0
6 culthome.Strongly disagree 0.233 0.341 0.379 0.278 0
7 stockfund.Yes 0.142 0.352 0.379 0.275 0
8 publicprivate.Priv. empl. 0.130 0.365 0.379 0.273 0
9 booksread.Dont read 0.321 0.336 0.379 0.268 0
11 edusubj.Health, social, care -0.211 0.290 0.379 -0.259 0
12 edusubj.Humanities/culture -0.328 0.292 0.379 -0.271 0
13 stockfund.No -0.076 0.372 0.379 -0.275 0
14 hascabin.no -0.085 0.364 0.379 -0.282 0
16 fathersedu.FaEduMaster -0.282 0.331 0.379 -0.328 0
17 houseincome.Under kr. 300.000 -0.408 0.294 0.379 -0.352 0
18 stocks.No -0.088 0.363 0.379 -0.357 0
19 homeown.Rent -0.388 0.299 0.379 -0.431 0
20 culthome.Strongly agree -0.266 0.324 0.379 -0.435 0
$dim.3
$dim.3$variables
variable measure association pvalue
1 occupation Eta2 0.423 0.00000
2 edusubj Eta2 0.381 0.00000
3 publicprivate Eta2 0.321 0.00000
4 edulevel Eta2 0.160 0.00000
5 houseincome Eta2 0.160 0.00000
6 fathersedu Eta2 0.122 0.00000
7 partneredu Eta2 0.096 0.00000
8 homeown Eta2 0.070 0.00000
9 culthome Eta2 0.059 0.00000
10 inbank Eta2 0.039 0.00000
11 stocks Eta2 0.014 0.00000
12 booksread Eta2 0.012 0.00000
13 stockfund Eta2 0.001 0.00000
14 hascabin Eta2 0.004 0.00000
15 secondhome Eta2 0.002 0.23583
$dim.3$categories
categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim cor pval
1 occupation.Arbeider/operatør, faglært 0.474 0.293 0.341 0.616 0
2 edusubj.Health, social, care 0.426 0.324 0.341 0.580 0
3 publicprivate.Munic. empl. 0.368 0.340 0.341 0.502 0
4 edulevel.University/college, short 0.165 0.338 0.341 0.343 0
5 houseincome.Kr. 800-999.000 0.199 0.356 0.341 0.255 0
6 homeown.Rent -0.205 0.328 0.341 -0.253 0
7 edulevel.Primary/secondary -0.320 0.222 0.341 -0.265 0
8 publicprivate.Other -0.186 0.230 0.341 -0.279 0
9 fathersedu.FaEduMaster -0.217 0.299 0.341 -0.282 0
10 houseincome.Under kr. 300.000 -0.333 0.257 0.341 -0.320 0
$dim.4
$dim.4$variables
variable measure association pvalue
1 publicprivate Eta2 0.410 0.00000
2 occupation Eta2 0.301 0.00000
3 fathersedu Eta2 0.233 0.00000
4 edulevel Eta2 0.190 0.00000
5 edusubj Eta2 0.178 0.00000
6 partneredu Eta2 0.146 0.00000
7 houseincome Eta2 0.113 0.00000
8 homeown Eta2 0.093 0.00000
9 booksread Eta2 0.086 0.00000
10 inbank Eta2 0.068 0.00000
11 culthome Eta2 0.029 0.00000
12 hascabin Eta2 0.025 0.00000
13 stocks Eta2 0.015 0.00000
14 stockfund Eta2 0.008 0.00000
15 secondhome Eta2 0.003 0.00008
$dim.4$categories
categories avg.coord.in.cat sd.coord.in.cat sd.coord.in.dim cor pval
1 publicprivate.Priv. empl. 0.252 0.245 0.333 0.601 0
2 edulevel.Upper secondary 0.159 0.307 0.333 0.321 0
3 fathersedu.FaEduHighSc 0.210 0.283 0.333 0.318 0
4 homeown.Rent 0.233 0.286 0.333 0.295 0
5 edusubj.Engineer/technical 0.236 0.285 0.333 0.272 0
6 edulevel.Primary/secondary -0.359 0.339 0.333 -0.305 0
7 partneredu.Pimary/secondary -0.520 0.330 0.333 -0.341 0
8 fathersedu.FaEduBasic -0.254 0.316 0.333 -0.430 0
9 publicprivate.Other -0.286 0.291 0.333 -0.439 01.4.4 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 0.1 7.8 3.5 2.1
T1 8.1 14.4 8.0 21.6
T7 0.8 3.5 1.3 1.2[1] "T-test for axes by supplementary variables"$dim.1
weight test.stat p.value
T1.40-59 år 1234 10.593326 0.00000
T7.Oslo 455 4.540168 0.00001
kjonn.Kvinne 1798 2.022690 0.04311
kjonn.Mann 1819 -2.022690 0.04311
T7.Nord-Norge 323 -2.934385 0.00334
T1.15-24 år 499 -15.891121 0.00000
$dim.2
weight test.stat p.value
kjonn.Mann 1819 16.749913 0.00000
T1.60 år + 1168 15.317019 0.00000
T1.40-59 år 1234 6.645445 0.00000
T7.Østlandet uten Oslo 1356 3.288192 0.00101
T7.Nord-Norge 323 3.019487 0.00253
T7.Vestlandet 911 2.144646 0.03198
T7.Oslo 455 -11.080502 0.00000
T1.25-39 år 716 -12.314284 0.00000
T1.15-24 år 499 -15.676081 0.00000
kjonn.Kvinne 1798 -16.749913 0.00000
$dim.3
weight test.stat p.value
kjonn.Kvinne 1798 11.321267 0.00000
T1.40-59 år 1234 8.846683 0.00000
T1.25-39 år 716 8.226820 0.00000
T7.Nord-Norge 323 2.566914 0.01026
T7.Vestlandet 911 2.271418 0.02312
T7.Østlandet uten Oslo 1356 2.190976 0.02845
T7.Midt-Norge 572 -2.139510 0.03239
T1.60 år + 1168 -5.988260 0.00000
T7.Oslo 455 -6.025017 0.00000
kjonn.Mann 1819 -11.321267 0.00000
T1.15-24 år 499 -13.548191 0.00000
$dim.4
weight test.stat p.value
T1.15-24 år 499 13.491995 0.00000
T1.25-39 år 716 12.278248 0.00000
kjonn.Mann 1819 8.640446 0.00000
T1.40-59 år 1234 6.087122 0.00000
T7.Oslo 455 3.919977 0.00009
T7.Østlandet uten Oslo 1356 -3.126769 0.00177
T7.Nord-Norge 323 -4.306757 0.00002
kjonn.Kvinne 1798 -8.640446 0.00000
T1.60 år + 1168 -26.585316 0.00000
2 MCA vekta (rake: weights)
3 Vekta MCA: Hovudresultat
Axis 1 Axis 2 Axis 3 Axis 4 Axis 5
Eigenvalues 0.195 0.149 0.126 0.107 0.093
Rate (%) 5.837 4.443 3.755 3.211 2.777
Modified GDAtools (%) 53.920 21.910 11.330 5.420 2.250
Mod.rate soc.ca (%) 43.700 19.500 11.100 6.100 3.200
TableGrob (2 x 2) "arrange": 4 grobs
z cells name grob
1 1 (1-1,1-1) arrange gtable[layout]
2 2 (1-1,2-2) arrange gtable[layout]
3 3 (2-2,1-1) arrange gtable[layout]
4 4 (2-2,2-2) arrange gtable[layout] Center East North North-East North-West South South-East South-West West Sum
10.5 8.3 7.7 5.1 7.1 19.7 14.4 14.5 12.7 100.0 Coordinate system already present. Adding new coordinate system, which will replace the existing one.
dim.1 dim.2 dim.3 dim.4
kjonn 1.3 6.8 0.2 7.3
T1 6.7 15.4 11.5 12.6
T7 3.0 4.3 0.9 1.7$dim.1
weight test.stat p.value
T7.Oslo 488.0 9.820980 0.00000
T1.25-39 år 998.5 9.702918 0.00000
kjonn.Kvinne 1745.9 6.833822 0.00000
T1.40-59 år 1223.2 6.218021 0.00000
T7.Østlandet uten Oslo 1358.2 -3.124127 0.00178
T1.15-24 år 444.9 -4.089858 0.00004
T7.Nord-Norge 336.4 -4.480087 0.00001
kjonn.Mann 1871.1 -6.833822 0.00000
T1.60 år + 950.4 -13.486927 0.00000
$dim.2
weight test.stat p.value
kjonn.Mann 1871.1 15.653195 0.00000
T1.60 år + 950.4 14.646641 0.00000
T1.40-59 år 1223.2 10.238272 0.00000
T7.Vestlandet 942.3 3.847309 0.00012
T7.Nord-Norge 336.4 3.423765 0.00062
T7.Midt-Norge 492.0 2.170427 0.02997
T7.Oslo 488.0 -12.259373 0.00000
T1.15-24 år 444.9 -13.281614 0.00000
T1.25-39 år 998.5 -15.497499 0.00000
kjonn.Kvinne 1745.9 -15.653195 0.00000
$dim.3
weight test.stat p.value
T1.60 år + 950.4 15.922676 0.00000
T1.15-24 år 444.9 8.316345 0.00000
T7.Oslo 488.0 4.998460 0.00000
kjonn.Mann 1871.1 2.617640 0.00885
kjonn.Kvinne 1745.9 -2.617640 0.00885
T7.Vestlandet 942.3 -3.311803 0.00093
T1.40-59 år 1223.2 -8.270289 0.00000
T1.25-39 år 998.5 -13.034226 0.00000
$dim.4
weight test.stat p.value
kjonn.Mann 1871.1 16.228326 0.00000
T1.15-24 år 444.9 11.827171 0.00000
T1.25-39 år 998.5 10.142707 0.00000
T7.Oslo 488.0 4.776408 0.00000
T7.Midt-Norge 492.0 3.162255 0.00157
T7.Østlandet uten Oslo 1358.2 -4.443891 0.00001
T7.Nord-Norge 336.4 -4.547316 0.00001
kjonn.Kvinne 1745.9 -16.228326 0.00000
T1.60 år + 950.4 -18.725303 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 0.195 0.149 0.126 0.107 0.093
Rate (%) 5.837 4.443 3.755 3.211 2.777
Modified GDAtools (%) 53.920 21.910 11.330 5.420 2.250
Mod.rate soc.ca (%) 43.700 19.500 11.100 6.100 3.200[1] "Sum axis 1-2:63.2, axis 1-3:74.3" Axis 1 Axis 2 Axis 3 Axis 4 Axis 5
Eigenvalues 0.192 0.144 0.116 0.111 0.092
Rate (%) 5.739 4.308 3.483 3.318 2.760
Modified GDAtools (%) 55.750 21.280 8.810 6.960 2.330
Mod.rate soc.ca (%) 44.700 18.900 9.000 7.500 3.300[1] "Sum axis 1-2:63.6, axis 1-3:72.6"
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.
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.
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 31.12459 54.96724 11.25826 17.53250 38.86059
Cult 44.50374 32.82962 50.71602 39.45147 37.41404
Other 24.37167 12.20314 38.02572 43.01603 23.72538 dim.1 dim.2 dim.3 dim.4 dim.5
Eco 42.66877 40.14944 16.16198 18.65051 32.08409
Cult 35.57086 46.68594 41.83464 42.80953 41.94510
Other 21.76037 13.16463 42.00338 38.53997 25.97082[1] "Bidrag etter variabel, vekta kontra uvekta" dim.1 dim.2 dim.3 dim.4 dim.5
booksread 5.3029304 3.752216 1.222710244 4.37489516 2.950421
partneredu 11.4623174 4.099858 10.252744734 5.53108574 1.975377
stocks 4.2572130 7.068965 0.460629181 0.32866910 0.720533
stockfund 4.4215816 4.525476 0.002231719 0.04520335 3.489702
inbank 3.7820189 6.071436 2.173877044 2.08617508 4.652228
homeown 1.6349200 14.918331 0.324247330 7.76894403 8.185918
secondhome 0.9132454 4.788257 0.230390522 0.01719879 7.832197
occupation 7.3037436 2.640277 15.769165364 9.49953287 14.322961
publicprivate 5.6056066 5.463001 12.003813395 27.98540790 7.427039
hascabin 2.8753763 8.073159 0.319554445 1.08283866 3.934775
culthome 5.0141639 6.603844 4.222449113 0.81488556 8.272077
fathersedu 7.0925456 8.096721 10.658991975 9.15813262 3.755762
edusubj 10.6647841 11.445549 19.238299326 15.97849334 17.978057
houseincome 13.2402344 9.521622 7.747330084 6.20347160 10.045234
edulevel 16.4293189 2.931289 15.373565524 9.12506620 4.457720 dim.1 dim.2 dim.3 dim.4 dim.5
booksread 4.102936 6.112456 0.68184654 5.1839004 3.4105982
partneredu 11.123713 5.081798 3.78340938 8.6568733 4.4001692
stocks 5.343777 5.884750 0.78657934 0.9288456 0.9303148
stockfund 4.471915 3.492134 0.06959914 0.5100762 2.2886755
inbank 4.968079 4.201044 2.17934704 3.4801272 2.9141353
homeown 5.162463 10.645697 3.97281671 5.5411821 7.1581078
secondhome 2.166267 2.772198 0.03853615 0.1618435 7.6934804
occupation 7.750777 1.596410 19.92347121 6.0426997 15.2361775
publicprivate 2.885881 6.486419 18.29650060 23.8403931 6.3344686
hascabin 5.351549 6.815173 0.02973252 1.2952597 2.9171358
culthome 2.930652 11.455004 3.35266044 1.6094754 5.7720738
fathersedu 3.183443 11.538898 6.82015065 13.9858758 2.6563755
edusubj 9.233557 14.031569 21.80427009 10.6176889 18.6377192
houseincome 15.204714 6.338440 9.08536518 6.7331722 8.1822394
edulevel 16.120275 3.548009 9.17571502 11.4125870 11.4683289[1] "Forklaringskraft til supplerande kategoriar, Eta2, vekta mot uvekta:" dim.1 dim.2 dim.3 dim.4
kjonn 1.3 6.8 0.2 7.3
T1 6.7 15.4 11.5 12.6
T7 3.0 4.3 0.9 1.7 dim.1 dim.2 dim.3 dim.4
kjonn 0.1 7.8 3.5 2.1
T1 8.1 14.4 8.0 21.6
T7 0.8 3.5 1.3 1.23.2 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 676 7.312790 0.00000
Q119.Meget interessert 634 7.124746 0.00000
Q119.Ganske interessert 1825 5.410915 0.00000
V7.Venstre 171 4.369978 0.00001
V7.Sosialistisk Venstreparti (SV) 374 3.632543 0.00028
V7.Miljøpartiet De Grønne 152 2.258054 0.02394
V7.Rødt 137 -2.250655 0.02441
V7.Senterpartiet 322 -2.865743 0.00416
V7.Annet parti 36 -3.721857 0.00020
V7.Fremskrittspartiet (FRP) 250 -7.501687 0.00000
Q119.Ikke interessert i det hele tatt 120 -7.745499 0.00000
Q119.Ikke særlig interessert 1000 -9.344368 0.00000
$dim.2
weight test.stat p.value
V7.Fremskrittspartiet (FRP) 250 9.122036 0.00000
V7.Høyre 676 9.095297 0.00000
V7.Senterpartiet 322 6.042189 0.00000
Q119.Ikke særlig interessert 1000 2.370718 0.01775
Q119.Meget interessert 634 -4.491035 0.00001
V7.Venstre 171 -5.277571 0.00000
V7.Miljøpartiet De Grønne 152 -6.670674 0.00000
V7.Rødt 137 -6.738558 0.00000
V7.Sosialistisk Venstreparti (SV) 374 -11.786518 0.00000
$dim.3
weight test.stat p.value
V7.Arbeiderpartiet 732 5.170882 0.00000
Q119.Ikke særlig interessert 1000 4.025801 0.00006
V7.Senterpartiet 322 2.763640 0.00572
Q119.Ganske interessert 1825 2.358474 0.01835
V7.Kristelig Folkeparti 182 2.104587 0.03533
V7.Fremskrittspartiet (FRP) 250 -2.100347 0.03570
V7.Venstre 171 -3.661041 0.00025
V7.Miljøpartiet De Grønne 152 -4.189617 0.00003
Q119.Meget interessert 634 -7.706979 0.00000[1] "T-test politiske variablar, vekta:"$dim.1
weight test.stat p.value
V7.Venstre 128.5 7.586937 0.00000
Q119.Meget interessert 528.6 7.410559 0.00000
V7.Høyre 658.4 6.710309 0.00000
V7.Sosialistisk Venstreparti (SV) 302.8 5.451662 0.00000
Q119.Ganske interessert 1699.3 4.770133 0.00000
V7.Miljøpartiet De Grønne 123.0 4.537519 0.00001
V7.Annet parti 57.8 -2.673153 0.00751
V7.Senterpartiet 334.7 -4.244680 0.00002
Q119.Ikke interessert i det hele tatt 171.1 -6.062393 0.00000
Q119.Ikke særlig interessert 1182.8 -7.930245 0.00000
V7.Fremskrittspartiet (FRP) 330.8 -9.405358 0.00000
$dim.2
weight test.stat p.value
V7.Høyre 658.4 10.096170 0.00000
V7.Fremskrittspartiet (FRP) 330.8 7.309877 0.00000
V7.Senterpartiet 334.7 6.221965 0.00000
Q119.Ganske interessert 1699.3 2.190245 0.02851
Q119.Ikke interessert i det hele tatt 171.1 -2.427370 0.01521
V7.Annet parti 57.8 -2.770814 0.00559
Q119.Meget interessert 528.6 -3.812375 0.00014
V7.Venstre 128.5 -4.125109 0.00004
V7.Miljøpartiet De Grønne 123.0 -6.618698 0.00000
V7.Rødt 132.2 -8.101916 0.00000
V7.Sosialistisk Venstreparti (SV) 302.8 -10.783851 0.00000
$dim.3
weight test.stat p.value
Q119.Meget interessert 528.6 8.105952 0.00000
V7.Miljøpartiet De Grønne 123.0 2.821381 0.00478
V7.Venstre 128.5 2.531730 0.01135
V7.Senterpartiet 334.7 -2.827983 0.00468
V7.Arbeiderpartiet 710.0 -3.264819 0.00110
Q119.Ikke særlig interessert 1182.8 -6.561482 0.00000`geom_path()`: Each group consists of only one observation.
ℹ Do you need to adjust the group aesthetic?
4 Standardisert MCA (basert på vekta MCA)
4.1 Kontroll for alder
eigenvalue percentage of variance cumulative percentage of variance
comp 1 0.18418324 30.88329 30.88329
comp 2 0.13052840 21.88661 52.76989
comp 3 0.11224941 18.82164 71.59153
comp 4 0.09436497 15.82283 87.41436
comp 5 0.07505884 12.58564 100.00000
dim.1 dim.2 dim.3 dim.4
kjonn 1.1 11.1 1.9 1.8
T1 0.1 0.0 0.3 0.0
T7 2.7 2.5 1.1 1.7$dim.1
weight test.stat p.value
T7.Oslo 488.0 9.309816 0.00000
kjonn.Kvinne 1745.9 6.204252 0.00000
T7.Østlandet uten Oslo 1358.2 -2.308482 0.02097
T7.Nord-Norge 336.4 -4.272554 0.00002
kjonn.Mann 1871.1 -6.204252 0.00000
NA NA NA NA
$dim.2
weight test.stat p.value
kjonn.Mann 1871.1 20.040550 0.00000
T7.Vestlandet 942.3 4.045475 0.00005
T7.Midt-Norge 492.0 3.312019 0.00093
T7.Oslo 488.0 -8.779683 0.00000
kjonn.Kvinne 1745.9 -20.040550 0.00000
NA NA NA NA
$dim.3
weight test.stat p.value
kjonn.Mann 1871.1 8.190752 0.00000
T7.Oslo 488.0 5.794846 0.00000
T1.60 år + 950.4 3.242284 0.00119
T7.Østlandet uten Oslo 1358.2 -2.134515 0.03280
T7.Vestlandet 942.3 -2.425481 0.01529
kjonn.Kvinne 1745.9 -8.190752 0.00000
NA NA NA NA
$dim.4
weight test.stat p.value
kjonn.Mann 1871.1 8.142655 0.00000
T7.Oslo 488.0 6.279362 0.00000
T7.Østlandet uten Oslo 1358.2 -3.104524 0.00191
T7.Nord-Norge 336.4 -4.430781 0.00001
kjonn.Kvinne 1745.9 -8.142655 0.00000
NA NA NA NA
======================================================================================================
Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
------------------------------------------------------------------------------------------------------
booksread.Dont read -21.503 15.367 6.406 -6.362 -4.960
booksread.1-3 -6.159 10.780 -4.301 10.233 -0.298
booksread.4-10 9.050 -3.456 -3.598 0.766 5.495
booksread.11-20 10.214 -11.202 0.406 -3.742 -6.416
booksread.21+ 6.132 -11.845 3.104 -3.155 4.765
partneredu.Pimary/secondary -12.439 5.132 8.034 -7.482 24.446
partneredu.Upper secondary -12.151 12.801 -17.900 -1.317 -10.006
partneredu.University/college, short 10.951 3.554 -5.623 0.402 -4.947
partneredu.University/college, long 29.036 -5.184 6.807 -6.260 2.090
stocks.No -23.561 -22.576 -1.079 -3.482 -6.727
stocks.Yes 23.561 22.576 1.079 3.482 6.727
stockfund.No -22.480 -16.131 3.351 -10.125 -10.372
stockfund.Yes 22.480 16.131 -3.351 10.125 10.372
inbank.< 10 000 -20.768 -10.108 6.560 0.633 -4.670
inbank.10.000-49.999 -1.473 -2.680 -8.673 -1.640 -3.693
inbank.50.000-99.999 3.437 1.926 -1.522 0.884 -6.264
inbank.100.000-249.999 7.487 1.369 3.202 1.706 -2.513
inbank.250.000-499.999 8.858 -0.183 2.323 4.717 8.933
inbank. 500.000-1 mill. 6.076 2.539 -0.759 5.265 8.506
inbank.> 1 000 000 6.000 12.854 1.952 -4.789 2.105
homeown.Own 13.883 23.663 -11.333 -19.873 7.577
homeown.Housing association -1.828 -14.348 -1.137 16.310 9.787
homeown.Rent -15.304 -16.502 14.971 10.135 -17.571
secondhome.Yes 11.111 17.860 0.440 -19.872 -4.457
secondhome.No -10.729 -16.525 0.376 19.876 5.056
occupation.Arbeider/operatør, ufaglært -14.445 5.411 3.318 -9.516 -19.227
occupation.Arbeider/operatør, faglært -4.741 -5.576 -34.510 -3.142 0.519
occupation.Toppleder/ Daglig leder 8.700 6.136 3.007 -8.503 -6.023
occupation.Funksjonær (kontorarbeid), ledende stilling ellers 17.025 10.779 5.234 10.114 -1.087
occupation.Funksjonær ellers (kontorarbeid) 14.889 -1.683 4.095 10.554 5.280
occupation.Selvstendig 0.817 11.548 8.369 -4.270 -8.941
publicprivate.State empl. 12.339 -14.835 -3.623 1.057 1.496
publicprivate.Munic. empl. 2.340 -19.361 -28.742 -17.932 2.362
publicprivate.Priv. empl. 2.247 31.784 9.257 10.440 -21.339
publicprivate.Other -13.702 -9.100 16.884 2.720 21.353
hascabin.no -19.675 -14.354 5.368 16.501 0.723
hascabin.share 12.547 -3.577 -1.018 -5.919 -3.214
hascabin.yes, own 12.910 19.742 -3.561 -14.625 2.678
culthome.Strongly disagree -17.884 8.650 0.622 -8.090 8.629
culthome.Partially disagree -3.565 11.493 -7.257 12.916 8.065
culthome.Partially agree 2.553 -3.214 -6.683 6.337 -1.794
culthome.Strongly agree 18.225 -15.873 13.725 -11.856 -14.893
fathersedu.FaEduBasic -14.699 6.321 2.158 -9.498 20.213
fathersedu.FaEduJunHigh -1.743 0.243 -8.191 6.666 1.400
fathersedu.FaEduHighSc -2.185 9.421 -15.514 11.791 -9.620
fathersedu.FaEduBach 13.919 -7.791 6.114 0.502 -4.330
fathersedu.FaEduMaster 16.933 -10.831 13.441 -7.050 -9.933
edusubj.Engineer/technical 13.047 7.961 2.579 23.598 1.049
edusubj.Craft -15.592 19.681 -11.741 6.908 -6.817
edusubj.Social science/law/psychology 14.470 -8.899 8.244 1.140 0.257
edusubj.Natural science 7.458 -1.116 9.700 -3.257 -5.108
edusubj.Health, social, care 1.820 -23.988 -31.568 -10.635 1.331
edusubj.Economy, admin 10.764 8.919 4.138 16.023 8.444
edusubj.Humanities/culture 9.913 -15.189 3.432 -2.951 -3.434
edusubj.Other -20.025 5.508 19.091 -19.817 1.752
houseincome.Under kr. 300.000 -14.961 -16.086 19.009 13.404 -12.303
houseincome.Kr. 300-499.000 -15.345 -8.802 7.077 -0.137 8.904
houseincome.Kr. 500-799.000 -7.289 0.383 -7.859 9.928 11.366
houseincome.Kr. 800-999.000 -0.758 8.886 -17.878 -12.915 -8.833
houseincome.Kr. 1 mill. + 32.723 11.241 2.923 -7.874 -3.429
edulevel.Primary/secondary -19.682 9.222 17.721 -24.255 13.819
edulevel.Upper secondary -16.618 8.960 -8.994 19.097 -16.565
edulevel.University/college, short 16.534 -11.397 -14.673 6.509 4.340
edulevel.University/college, long 29.816 -10.646 10.476 -6.224 1.303
------------------------------------------------------------------------------------------------------