EffectStars
Visualization of Categorical Response Models

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election: Election Data

election: Election Data
In EffectStars: Visualization of Categorical Response Models

Description Usage Format References Examples

Description

The data set contains data from the German Longitudinal Election Study. The Response Categories refer to the five dominant parties in Germany. The explanatory variables refer to the declarations of single voters.

Usage

1
data(election)

Format

A data frame with 816 observations on the following 30 variables.

Age

Standardized age of the voter

AgeOrig

Unstandardized age of the voter

Partychoice

Party Choice with levels CDU, SPD, FDP, Greens and Left Party

Gender

Gender with levels female and male

West

Regional provenance (West-Germany or East-Germany) with levels east and west

Union

Member of a Union with levels no member and member

Highschool

Educational level with levels no highschool and highschool

Unemployment

Unemployment with levels not unemployed and unemployed

Pol.Interest

Political Interest with levels very interested and less interested

Democracy

Satisfaction with the functioning of democracy with levels satisfied and not satisfied

Religion

Religion with levels evangelical, catholic and other religion

Social_CDU

Difference in attitude towards the socioeconomic dimension of politics between respondent and CDU

Social_SPD

Difference in attitude towards the socioeconomic dimension of politics between respondent and SPD

Social_FDP

Difference in attitude towards the socioeconomic dimension of politics between respondent and FDP

Social_Greens

Difference in attitude towards the socioeconomic dimension of politics between respondent and the Greens

Social_Left

Difference in attitude towards the socioeconomic dimension of politics between respondent and the Left party

Immigration_CDU

Difference in attitude towards immigration of foreigners between respondent and CDU

Immigration_SPD

Difference in attitude towards immigration of foreigners between respondent and SPD

Immigration_FDP

Difference in attitude towards immigration of foreigners between respondent and FDP

Immigration_Greens

Difference in attitude towards immigration of foreigners between respondent and the Greens

Immigration_Left

Difference in attitude towards immigration of foreigners between respondent and the Left party

Nuclear_CDU

Difference in attitude towards nuclear energy between respondent and CDU

Nuclear_SPD

Difference in attitude towards nuclear energy between respondent and SPD

Nuclear_FDP

Difference in attitude towards nuclear energy between respondent and FDP

Nuclear_Greens

Difference in attitude towards nuclear energy between respondent and the Greens

Nuclear_Left

Difference in attitude towards nuclear energy between respondent and the Left party

Left_Right_CDU

Difference in attitude towards the positioning on a political left-right scale between respondent and CDU

Left_Right_SPD

Difference in attitude towards the positioning on a political left-right scale between respondent and SPD

Left_Right_FDP

Difference in attitude towards the positioning on a political left-right scale between respondent and FDP

Left_Right_Greens

Difference in attitude towards the positioning on a political left-right scale between respondent and the Greens

Left_Right_Left

Difference in attitude towards the positioning on a political left-right scale between respondent and the Left party

References

German Longitudinal Election Study (GLES)

Examples

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## Not run: 
data(election)

# simple multinomial logit model
star.nominal(Partychoice ~ Age + Religion + Democracy + Pol.Interest + 
                 Unemployment + Highschool + Union + West + Gender, election)

# Use effect coding for the categorical predictor religion
star.nominal(Partychoice ~ Age + Religion + Democracy + Pol.Interest + 
                 Unemployment + Highschool + Union + West + Gender, election,
                 pred.coding = "effect")                 

# Use reference category "FDP" instead of symmetric side constraints
star.nominal(Partychoice ~ Age + Religion + Democracy + Pol.Interest + 
                 Unemployment + Highschool + Union + West + Gender, election,
                 refLevel = 3, symmetric = FALSE)
                 
# Use category-specific covariates, subtract values for reference 
# category CDU
election[,13:16] <- election[,13:16] - election[,12]
election[,18:21] <- election[,18:21] - election[,17]
election[,23:26] <- election[,23:26] - election[,22]
election[,28:31] <- election[,28:31] - election[,27]

election$Social <- election$Social_SPD
election$Immigration <- election$Immigration_SPD
election$Nuclear <- election$Nuclear_SPD
election$Left_Right <- election$Left_Right_SPD

star.nominal(Partychoice ~ Social + Immigration + Nuclear + Left_Right + Age + 
Religion + Democracy + Pol.Interest + Unemployment + Highschool + Union + West + 
Gender, data = election, 
xij = list(Social ~ Social_SPD + Social_FDP + Social_Greens + Social_Left,
Immigration ~ Immigration_SPD + Immigration_FDP + Immigration_Greens + Immigration_Left,
Nuclear ~ Nuclear_SPD + Nuclear_FDP + Nuclear_Greens + Nuclear_Left,
Left_Right ~ Left_Right_SPD + Left_Right_FDP + Left_Right_Greens + Left_Right_Left),
symmetric = FALSE)

## End(Not run)

Example output

Loading required package: VGAM
Loading required package: stats4
Loading required package: splines
***
The package EffectStars is not the latest implementation of effect stars, 
it is recommended to use EffectStars2 instead!
***
$odds
           (Intercept)       Age Religioncatholic Religionother religion
CDU          4.0414180 1.3610160        1.4966912              0.6995756
SPD          1.5990015 1.1593572        0.8217861              0.6516310
FDP          0.7082683 0.8949610        1.0941385              1.3833039
Greens       0.3340832 0.6717696        0.8806534              1.3315266
Left Party   0.6539807 1.0541321        0.8437849              1.1909573
           Democracynot satisfied Pol.Interestless interested
CDU                     0.4647250                   1.2235443
SPD                     0.6981521                   1.4007700
FDP                     1.0014337                   0.7694186
Greens                  1.0089709                   1.2356738
Left Party              3.0503736                   0.6136870
           Unemploymentunemployed Highschoolhighschool Unionmember  Westwest
CDU                     0.5982192            1.1681635   0.6654958 0.7187891
SPD                     1.1349142            0.8022314   1.4926187 1.4746518
FDP                     0.5714916            1.0529723   0.6002910 1.0248900
Greens                  0.9302358            1.7567339   0.6772513 1.8973255
Left Party              2.7705995            0.5768644   2.4762479 0.4851655
           Gendermale
CDU         0.7689529
SPD         0.8261321
FDP         1.2896875
Greens      0.9805111
Left Party  1.2448406

$coefficients
           (Intercept)         Age Religioncatholic Religionother religion
CDU          1.3965956  0.30823148        0.4032568             -0.3572814
SPD          0.4693794  0.14786569       -0.1962752             -0.4282769
FDP         -0.3449323 -0.11097516        0.0899673              0.3244748
Greens      -1.0963653 -0.39783981       -0.1270911              0.2863261
Left Party  -0.4246775  0.05271779       -0.1698577              0.1747574
           Democracynot satisfied Pol.Interestless interested
CDU                  -0.766309354                   0.2017518
SPD                  -0.359318301                   0.3370221
FDP                   0.001432664                  -0.2621201
Greens                0.008930930                   0.2116164
Left Party            1.115264061                  -0.4882702
           Unemploymentunemployed Highschoolhighschool Unionmember    Westwest
CDU                   -0.51379809           0.15543288  -0.4072230 -0.33018727
SPD                    0.12655704          -0.22035813   0.4005321  0.38842192
FDP                   -0.55950553           0.05161693  -0.5103407  0.02458526
Greens                -0.07231714           0.56345632  -0.3897129  0.64044524
Left Party             1.01906373          -0.55014800   0.9067445 -0.72326516
            Gendermale
CDU        -0.26272555
SPD        -0.19100061
FDP         0.25439996
Greens     -0.01968127
Left Party  0.21900748

$se
           (Intercept)        Age Religioncatholic Religionother religion
CDU          0.2241927 0.06883799        0.1629137              0.1675209
SPD          0.2455006 0.07244088        0.1661454              0.1722205
FDP          0.3115509 0.09372309        0.2388794              0.2184724
Greens       0.3272014 0.09663391        0.2339503              0.2129104
Left Party   0.3134423 0.09450515        0.2328685              0.2050096
           Democracynot satisfied Pol.Interestless interested
CDU                     0.1388867                   0.1467924
SPD                     0.1475394                   0.1596959
FDP                     0.1943961                   0.1906783
Greens                  0.1933167                   0.2026824
Left Party              0.2290404                   0.1853934
           Unemploymentunemployed Highschoolhighschool Unionmember  Westwest
CDU                     0.3657321            0.1691938   0.2118770 0.1559298
SPD                     0.3140084            0.1889271   0.1836195 0.1722526
FDP                     0.4982842            0.2177526   0.2891862 0.2070996
Greens                  0.4216104            0.2081806   0.2730769 0.2221560
Left Party              0.3014527            0.2426935   0.2164160 0.1942954
           Gendermale
CDU         0.1353619
SPD         0.1423126
FDP         0.1874526
Greens      0.1840917
Left Party  0.1806023

$pvalues
            (Intercept)          Age Religioncatholic Religionother religion
CDU        4.680987e-10 7.547395e-06       0.01331325             0.03294467
SPD        5.588552e-02 4.123181e-02       0.23746528             0.01289003
FDP        2.682310e-01 2.363834e-01       0.70645435             0.13749137
Greens     8.059719e-04 3.838704e-05       0.58696459             0.17868341
Left Party 1.754550e-01 5.769606e-01       0.46574801             0.39397247
           Democracynot satisfied Pol.Interestless interested
CDU                  3.438249e-08                 0.169316829
SPD                  1.487511e-02                 0.034823994
FDP                  9.941198e-01                 0.169233235
Greens               9.631521e-01                 0.296449019
Left Party           1.119999e-06                 0.008446062
           Unemploymentunemployed Highschoolhighschool  Unionmember
CDU                  0.1600664566          0.358269369 5.460851e-02
SPD                  0.6869209386          0.243466508 2.916006e-02
FDP                  0.2614951256          0.812622691 7.760614e-02
Greens               0.8638102011          0.006798138 1.535459e-01
Left Party           0.0007235162          0.023399826 2.791731e-05
               Westwest Gendermale
CDU        0.0342142665 0.05226895
SPD        0.0241360950 0.17955713
FDP        0.9055033181 0.17473587
Greens     0.0039407876 0.91486024
Left Party 0.0001972576 0.22526357

$p_rel
              Age Religioncatholic Religionother religion
[1,] 5.625482e-07       0.08015606             0.01694874
     Democracynot satisfied Pol.Interestless interested Unemploymentunemployed
[1,]           2.955651e-10                  0.01335832             0.01308379
     Highschoolhighschool  Unionmember     Westwest Gendermale
[1,]           0.01862473 3.281531e-05 1.548773e-05  0.1509492

$xlim
[1] 10.50769 57.38814

$ylim
[1] 10.06313 72.58387

$odds
           Intercept       Age Religionevangelical Religioncatholic
CDU        4.1038303 1.3610160           0.9847917        1.4739290
SPD        1.2984813 1.1593572           1.2314398        1.0119800
FDP        0.8131946 0.8949610           0.8709703        0.9529622
Greens     0.3522948 0.6717696           0.9483057        0.8351287
Left Party 0.6550497 1.0541321           0.9983681        0.8424079
           Religionother religion Democracynot satisfied
CDU                     0.6889363              0.4647250
SPD                     0.8024443              0.6981521
FDP                     1.2048167              1.0014337
Greens                  1.2626943              1.0089709
Left Party              1.1890138              3.0503736
           Pol.Interestless interested Unemploymentunemployed
CDU                          1.2235443              0.5982192
SPD                          1.4007700              1.1349142
FDP                          0.7694186              0.5714916
Greens                       1.2356738              0.9302358
Left Party                   0.6136870              2.7705995
           Highschoolhighschool Unionmember  Westwest Gendermale
CDU                   1.1681635   0.6654958 0.7187891  0.7689529
SPD                   0.8022314   1.4926187 1.4746518  0.8261321
FDP                   1.0529723   0.6002910 1.0248900  1.2896875
Greens                1.7567339   0.6772513 1.8973255  0.9805111
Left Party            0.5768644   2.4762479 0.4851655  1.2448406

$coefficients
            Intercept         Age Religionevangelical Religioncatholic
CDU         1.4119208  0.30823148        -0.015325137       0.38793164
SPD         0.2611953  0.14786569         0.208184031       0.01190884
FDP        -0.2067849 -0.11097516        -0.138147356      -0.04818006
Greens     -1.0432870 -0.39783981        -0.053078312      -0.18016946
Left Party -0.4230442  0.05271779        -0.001633224      -0.17149096
           Religionother religion Democracynot satisfied
CDU                    -0.3726065           -0.766309354
SPD                    -0.2200929           -0.359318301
FDP                     0.1863274            0.001432664
Greens                  0.2332478            0.008930930
Left Party              0.1731242            1.115264061
           Pol.Interestless interested Unemploymentunemployed
CDU                          0.2017518            -0.51379809
SPD                          0.3370221             0.12655704
FDP                         -0.2621201            -0.55950553
Greens                       0.2116164            -0.07231714
Left Party                  -0.4882702             1.01906373
           Highschoolhighschool Unionmember    Westwest  Gendermale
CDU                  0.15543288  -0.4072230 -0.33018727 -0.26272555
SPD                 -0.22035813   0.4005321  0.38842192 -0.19100061
FDP                  0.05161693  -0.5103407  0.02458526  0.25439996
Greens               0.56345632  -0.3897129  0.64044524 -0.01968127
Left Party          -0.55014800   0.9067445 -0.72326516  0.21900748

$se
           Intercept        Age Religionevangelical Religioncatholic
CDU        0.2048591 0.06883799          0.09223425        0.1001700
SPD        0.2302391 0.07244088          0.09354785        0.1038609
FDP        0.2783674 0.09372309          0.13051669        0.1410074
Greens     0.2983715 0.09663391          0.12673305        0.1395573
Left Party 0.2905319 0.09450515          0.12298175        0.1411115
           Religionother religion Democracynot satisfied
CDU                     0.1026717              0.1388867
SPD                     0.1071088              0.1475394
FDP                     0.1295069              0.1943961
Greens                  0.1278369              0.1933167
Left Party              0.1258816              0.2290404
           Pol.Interestless interested Unemploymentunemployed
CDU                          0.1467924              0.3657321
SPD                          0.1596959              0.3140084
FDP                          0.1906783              0.4982842
Greens                       0.2026824              0.4216104
Left Party                   0.1853934              0.3014527
           Highschoolhighschool Unionmember  Westwest Gendermale
CDU                   0.1691938   0.2118770 0.1559298  0.1353619
SPD                   0.1889271   0.1836195 0.1722526  0.1423126
FDP                   0.2177526   0.2891862 0.2070996  0.1874526
Greens                0.2081806   0.2730769 0.2221560  0.1840917
Left Party            0.2426935   0.2164160 0.1942954  0.1806023

$pvalues
              Intercept          Age Religionevangelical Religioncatholic
CDU        5.495382e-12 7.547395e-06           0.8680354     0.0001076213
SPD        2.566048e-01 4.123181e-02           0.0260525     0.9087135202
FDP        4.575732e-01 2.363834e-01           0.2898435     0.7325883134
Greens     4.712200e-04 3.838704e-05           0.6753478     0.1967011577
Left Party 1.453642e-01 5.769606e-01           0.9894042     0.2242566252
           Religionother religion Democracynot satisfied
CDU                  0.0002844045           3.438249e-08
SPD                  0.0398932677           1.487511e-02
FDP                  0.1502227182           9.941198e-01
Greens               0.0680653775           9.631521e-01
Left Party           0.1690403259           1.119999e-06
           Pol.Interestless interested Unemploymentunemployed
CDU                        0.169316829           0.1600664566
SPD                        0.034823994           0.6869209386
FDP                        0.169233235           0.2614951256
Greens                     0.296449019           0.8638102011
Left Party                 0.008446062           0.0007235162
           Highschoolhighschool  Unionmember     Westwest Gendermale
CDU                 0.358269369 5.460851e-02 0.0342142665 0.05226895
SPD                 0.243466508 2.916006e-02 0.0241360950 0.17955713
FDP                 0.812622691 7.760614e-02 0.9055033181 0.17473587
Greens              0.006798138 1.535459e-01 0.0039407876 0.91486024
Left Party          0.023399826 2.791731e-05 0.0001972576 0.22526357

$p_rel
              Age Religionevangelical Religioncatholic Religionother religion
[1,] 5.625482e-07           0.2626094      0.003582126           0.0005500146
     Democracynot satisfied Pol.Interestless interested Unemploymentunemployed
[1,]           2.955651e-10                  0.01335832             0.01308379
     Highschoolhighschool  Unionmember     Westwest Gendermale
[1,]           0.01862473 3.281531e-05 1.548773e-05  0.1509492

$xlim
[1] 10.66996 58.27439

$ylim
[1] 10.21854 73.70479

$odds
           (Intercept)       Age Religioncatholic Religionother religion
CDU          5.7060549 1.5207546        1.3679174              0.5057281
SPD          2.2576210 1.2954276        0.7510805              0.4710685
FDP          1.0000000 1.0000000        1.0000000              1.0000000
Greens       0.4716901 0.7506133        0.8048829              0.9625698
Left Party   0.9233516 1.1778526        0.7711865              0.8609513
           Democracynot satisfied Pol.Interestless interested
CDU                     0.4640597                   1.5902192
SPD                     0.6971526                   1.8205564
FDP                     1.0000000                   1.0000000
Greens                  1.0075264                   1.6059837
Left Party              3.0460065                   0.7975983
           Unemploymentunemployed Highschoolhighschool Unionmember Westwest
CDU                      1.046768            1.1093963    1.108622 0.701333
SPD                      1.985881            0.7618733    2.486492 1.438839
FDP                      1.000000            1.0000000    1.000000 1.000000
Greens                   1.627733            1.6683571    1.128205 1.851248
Left Party               4.848015            0.5478439    4.125079 0.473383
           Gendermale
CDU         0.5962319
SPD         0.6405676
FDP         1.0000000
Greens      0.7602703
Left Party  0.9652265

$coefficients
           (Intercept)        Age Religioncatholic Religionother religion
CDU         1.74152788  0.4192066        0.3132895            -0.68175613
SPD         0.81431162  0.2588408       -0.2862425            -0.75275167
FDP         0.00000000  0.0000000        0.0000000             0.00000000
Greens     -0.75143303 -0.2868646       -0.2170584            -0.03814868
Left Party -0.07974521  0.1636929       -0.2598250            -0.14971736
           Democracynot satisfied Pol.Interestless interested
CDU                  -0.767742018                   0.4638719
SPD                  -0.360750965                   0.5991421
FDP                   0.000000000                   0.0000000
Greens                0.007498266                   0.4737365
Left Party            1.113831397                  -0.2261501
           Unemploymentunemployed Highschoolhighschool Unionmember   Westwest
CDU                    0.04570744            0.1038159   0.1031177 -0.3547725
SPD                    0.68606257           -0.2719751   0.9108727  0.3638367
FDP                    0.00000000            0.0000000   0.0000000  0.0000000
Greens                 0.48718839            0.5118394   0.1206278  0.6158600
Left Party             1.57856926           -0.6017649   1.4170851 -0.7478504
            Gendermale
CDU        -0.51712552
SPD        -0.44540058
FDP         0.00000000
Greens     -0.27408124
Left Party -0.03539249

$se
           (Intercept)       Age Religioncatholic Religionother religion
CDU          0.4220943 0.1284890        0.3203470              0.3074542
SPD          0.4442439 0.1327380        0.3263015              0.3141396
FDP          0.0000000 0.0000000        0.0000000              0.0000000
Greens       0.5159175 0.1543686        0.3848512              0.3480746
Left Party   0.5064943 0.1516619        0.3850721              0.3421935
           Democracynot satisfied Pol.Interestless interested
CDU                     0.2600591                   0.2660984
SPD                     0.2699315                   0.2800846
FDP                     0.0000000                   0.0000000
Greens                  0.3083076                   0.3181562
Left Party              0.3493993                   0.3002862
           Unemploymentunemployed Highschoolhighschool Unionmember  Westwest
CDU                     0.7168156            0.3030877   0.4094070 0.2862837
SPD                     0.6775748            0.3242459   0.3874875 0.3039475
FDP                     0.0000000            0.0000000   0.0000000 0.0000000
Greens                  0.7594057            0.3391514   0.4639056 0.3477532
Left Party              0.6641415            0.3728742   0.4108741 0.3211784
           Gendermale
CDU         0.2570392
SPD         0.2654878
FDP         0.0000000
Greens      0.3006768
Left Party  0.2982518

$pvalues
            (Intercept)         Age Religioncatholic Religionother religion
CDU        3.692535e-05 0.001104003        0.3280896             0.02659417
SPD        6.679837e-02 0.051174581        0.3803601             0.01656455
FDP                 NaN         NaN              NaN                    NaN
Greens     1.452549e-01 0.063125017        0.5727499             0.91272727
Left Party 8.748938e-01 0.280441463        0.4998385             0.66173243
           Democracynot satisfied Pol.Interestless interested
CDU                   0.003155358                  0.08129272
SPD                   0.181401080                  0.03242377
FDP                           NaN                         NaN
Greens                0.980596779                  0.13648582
Left Party            0.001433366                  0.45138068
           Unemploymentunemployed Highschoolhighschool  Unionmember   Westwest
CDU                    0.94915769            0.7319538 0.8011408394 0.21525889
SPD                    0.31128627            0.4015857 0.0187373783 0.23129186
FDP                           NaN                  NaN          NaN        NaN
Greens                 0.52117253            0.1312536 0.7948432433 0.07656597
Left Party             0.01746087            0.1065589 0.0005627659 0.01988781
           Gendermale
CDU        0.04423527
SPD        0.09341183
FDP               NaN
Greens     0.36200690
Left Party 0.90553959

$p_rel
              Age Religioncatholic Religionother religion
[1,] 5.625482e-07       0.08015606             0.01694874
     Democracynot satisfied Pol.Interestless interested Unemploymentunemployed
[1,]           2.955651e-10                  0.01335832             0.01308379
     Highschoolhighschool  Unionmember     Westwest Gendermale
[1,]           0.01862473 3.281531e-05 1.548773e-05  0.1509492

$xlim
[1] 14.83574 81.02598

$ylim
[1]  14.20808 102.48075

$odds
           (Intercept)       Age Religioncatholic Religionother religion
CDU          1.0000000 1.0000000        1.0000000              1.0000000
SPD          0.3338381 0.8544309        0.4743828              0.7626943
FDP          0.1579086 0.6940809        0.7918960              1.8993904
Greens       0.1179807 0.5200108        0.5297035              1.1791441
Left Party   0.2026168 0.6936736        0.3420366              0.8549764
           Democracynot satisfied Pol.Interestless interested
CDU                      1.000000                   1.0000000
SPD                      1.507947                   1.1270586
FDP                      2.441964                   0.6392326
Greens                   1.762012                   0.9507445
Left Party               5.465299                   0.6643712
           Unemploymentunemployed Highschoolhighschool Unionmember Westwest
CDU                     1.0000000            1.0000000    1.000000 1.000000
SPD                     1.0555968            0.6585272    2.324278 2.834841
FDP                     0.9387644            0.9973818    1.153750 1.291316
Greens                  0.8301664            1.1021122    1.018120 3.066906
Left Party              1.5027408            0.3607133    3.952546 1.388188
           Gendermale
CDU         1.0000000
SPD         0.9556325
FDP         1.3423935
Greens      1.3323552
Left Party  1.7687651

$coefficients
           (Intercept)        Age Religioncatholic Religionother religion
CDU           0.000000  0.0000000        0.0000000              0.0000000
SPD          -1.097099 -0.1573196       -0.7457408             -0.2708979
FDP          -1.845739 -0.3651667       -0.2333253              0.6415330
Greens       -2.137235 -0.6539058       -0.6354378              0.1647889
Left Party   -1.596439 -0.3657537       -1.0728376             -0.1566814
           Democracynot satisfied Pol.Interestless interested
CDU                     0.0000000                  0.00000000
SPD                     0.4107491                  0.11961119
FDP                     0.8928026                 -0.44748689
Greens                  0.5664564                 -0.05050993
Left Party              1.6984188                 -0.40891428
           Unemploymentunemployed Highschoolhighschool Unionmember  Westwest
CDU                    0.00000000          0.000000000  0.00000000 0.0000000
SPD                    0.05410625         -0.417749460  0.84340928 1.0419859
FDP                   -0.06319079         -0.002621586  0.14301714 0.2556618
Greens                -0.18612916          0.097228544  0.01795783 1.1206694
Left Party             0.40729066         -1.019671745  1.37435987 0.3279992
           Gendermale
CDU         0.0000000
SPD        -0.0453819
FDP         0.2944542
Greens      0.2869482
Left Party  0.5702816

$se
           (Intercept)       Age Religioncatholic Religionother religion
CDU          0.0000000 0.0000000        0.0000000              0.0000000
SPD          0.4295907 0.1224415        0.2950486              0.3095479
FDP          0.4710302 0.1375100        0.3459872              0.3332884
Greens       0.5327558 0.1568381        0.3789121              0.3663943
Left Party   0.5707470 0.1709698        0.4186809              0.3889426
           Democracynot satisfied Pol.Interestless interested
CDU                     0.0000000                   0.0000000
SPD                     0.2500313                   0.2800531
FDP                     0.2837937                   0.2941212
Greens                  0.3129732                   0.3451305
Left Party              0.3941989                   0.3504066
           Unemploymentunemployed Highschoolhighschool Unionmember  Westwest
CDU                     0.0000000            0.0000000   0.0000000 0.0000000
SPD                     0.6187108            0.3252709   0.3783768 0.2992684
FDP                     0.7599459            0.3299130   0.4327055 0.3123042
Greens                  0.7430884            0.3687666   0.4765291 0.3691915
Left Party              0.6767333            0.4385371   0.4542210 0.3698077
           Gendermale
CDU         0.0000000
SPD         0.2476625
FDP         0.2785494
Greens      0.3046967
Left Party  0.3277823

$pvalues
            (Intercept)          Age Religioncatholic Religionother religion
CDU                 NaN          NaN              NaN                    NaN
SPD        1.065470e-02 1.988427e-01       0.01148720             0.38149748
FDP        8.909618e-05 7.917593e-03       0.50007270             0.05424709
Greens     6.029352e-05 3.055308e-05       0.09354131             0.65288474
Left Party 5.156296e-03 3.241229e-02       0.01039445             0.68706635
           Democracynot satisfied Pol.Interestless interested
CDU                           NaN                         NaN
SPD                  1.004263e-01                   0.6693052
FDP                  1.655446e-03                   0.1281502
Greens               7.030827e-02                   0.8836449
Left Party           1.643413e-05                   0.2432222
           Unemploymentunemployed Highschoolhighschool Unionmember     Westwest
CDU                           NaN                  NaN         NaN          NaN
SPD                     0.9303138           0.19903266 0.025812622 0.0004980983
FDP                     0.9337309           0.99365984 0.741008289 0.4129973117
Greens                  0.8022158           0.79204286 0.969939119 0.0024016216
Left Party              0.5472753           0.02006307 0.002480163 0.3751084798
           Gendermale
CDU               NaN
SPD        0.85460899
FDP        0.29046655
Greens     0.34632055
Left Party 0.08189092

$catspec
         Social Immigration    Nuclear Left_Right
[1,] -0.1630662  -0.1194577 -0.1848822 -0.6269847

$catspecse
         Social Immigration    Nuclear Left_Right
[1,] 0.03313544  0.03170079 0.02960555 0.04180896

$p_rel
           Social  Immigration      Nuclear Left_Right         Age
[1,] 5.117136e-07 0.0001397863 1.107482e-10          0 0.000175962
     Religioncatholic Religionother religion Democracynot satisfied
[1,]        0.0606889              0.1014177            3.01792e-05
     Pol.Interestless interested Unemploymentunemployed Highschoolhighschool
[1,]                   0.2696232              0.9151604           0.04863854
     Unionmember    Westwest Gendermale
[1,] 0.002959962 0.001123774  0.2346133

$xlim
[1] 14.20978 77.60724

$ylim
[1] 13.60859 98.15676

EffectStars documentation built on Oct. 30, 2019, 9:39 a.m.

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