DATA = election2004

The MEANS Procedure

Analysis Variable : IAT
Igroup N Obs N Mean Std Dev Minimum Maximum
-10.5 8 8 -1.5617510 0.0445417 -1.6088638 -1.5031996
-9.5 39 39 -1.3910187 0.0387689 -1.4874920 -1.3502080
-8.5 151 151 -1.2610266 0.0444356 -1.3464259 -1.2002729
-7.5 463 463 -1.1161015 0.0418142 -1.1992155 -1.0505198
-6.5 995 995 -0.9689688 0.0423329 -1.0494576 -0.9001875
-5.5 1605 1605 -0.8192567 0.0423468 -0.8999413 -0.7502138
-4.5 2277 2277 -0.6728715 0.0438661 -0.7499963 -0.6000269
-3.5 2643 2643 -0.5256344 0.0432146 -0.5999445 -0.4500824
-2.5 2651 2651 -0.3757397 0.0427469 -0.4499403 -0.3000024
-1.5 2467 2467 -0.2274024 0.0436111 -0.2999736 -0.1500383
-0.5 2137 2137 -0.0750999 0.0437420 -0.1499301 -0.000090957
0.5 2123 2123 0.0740935 0.0424350 7.289911E-6 0.1499901
1.5 1984 1984 0.2253788 0.0423544 0.1501034 0.2999450
2.5 2036 2036 0.3752843 0.0431332 0.3000174 0.4499645
3.5 1904 1904 0.5228938 0.0434044 0.4500760 0.5999496
4.5 1531 1531 0.6699391 0.0429327 0.6001427 0.7497883
5.5 1119 1119 0.8190363 0.0430793 0.7502737 0.8999779
6.5 626 626 0.9655965 0.0421503 0.9005700 1.0496506
7.5 289 289 1.1101156 0.0420776 1.0501304 1.1993917
8.5 76 76 1.2552833 0.0393879 1.2019468 1.3498309
9.5 20 20 1.4128615 0.0374664 1.3638930 1.4948649
10.5 2 2 1.5972068 0.1193177 1.5128364 1.6815771



DATA = election2004

The CORR Procedure

4 Variables: IATa IATb IATc IATd

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IATa 27125 -0.00853 0.73145 -231.28979 -1.84428 1.77412
IATb 27146 -0.01520 0.63512 -412.67187 -2.01998 1.66929
IATc 27146 0.01443 0.62151 391.65383 -2.23077 1.84046
IATd 27057 0.01839 0.63432 497.53513 -1.74736 1.75764

Cronbach Coefficient Alpha
Variables Alpha
Raw 0.871504
Standardized 0.873008

Cronbach Coefficient Alpha with Deleted Variable
Deleted
Variable
Raw Variables Standardized Variables
Correlation
with Total
Alpha Correlation
with Total
Alpha
IATa 0.741896 0.831761 0.741794 0.831912
IATb 0.761168 0.821941 0.759010 0.824987
IATc 0.728666 0.835068 0.729364 0.836872
IATd 0.680599 0.852908 0.681538 0.855654

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IATa IATb IATc IATd
IATa
1.00000
 
27125
0.69885
<.0001
27125
0.63411
<.0001
27125
0.59223
<.0001
27039
IATb
0.69885
<.0001
27125
1.00000
 
27146
0.65896
<.0001
27146
0.60193
<.0001
27057
IATc
0.63411
<.0001
27125
0.65896
<.0001
27146
1.00000
 
27146
0.60693
<.0001
27057
IATd
0.59223
<.0001
27039
0.60193
<.0001
27057
0.60693
<.0001
27057
1.00000
 
27057



DATA = election2004

The CORR Procedure

gender=' '

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 3191 -0.09841 0.54450 -314.01781 -1.48749 1.22193
att5 2225 -0.39101 1.55415 -870.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
3191
0.72672
<.0001
1839
att5
0.72672
<.0001
1839
1.00000
 
2225



DATA = election2004

The CORR Procedure

gender=f

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 14517 -0.11347 0.56170 -1647 -1.60451 1.68158
att5 16471 -0.43161 1.57340 -7109 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
14517
0.75717
<.0001
14402
att5
0.75717
<.0001
14402
1.00000
 
16471



DATA = election2004

The CORR Procedure

gender=m

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 9438 -0.03944 0.55934 -372.23139 -1.60886 1.46708
att5 11229 -0.15059 1.64259 -1691 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
9438
0.73303
<.0001
9391
att5
0.73303
<.0001
9391
1.00000
 
11229



DATA = election2004

The MEANS Procedure

Analysis Variable : IAT
ethnicF N Obs N Mean Std Dev Minimum Maximum
1 184 159 -0.0622535 0.5289501 -1.1909131 1.1368643
2 1596 1339 -0.1841407 0.4738218 -1.4144180 1.2421823
3 1447 1235 -0.3863794 0.4393271 -1.3502080 1.2199675
4 1022 864 -0.1334414 0.5389138 -1.3856595 1.2867886
5 22249 19279 -0.0557707 0.5714046 -1.6088638 1.4948649
6 865 710 -0.1400374 0.5312567 -1.4438870 1.4764340
7 795 660 -0.1422626 0.5406753 -1.4069543 1.6815771



DATA = election2004

The CORR Procedure

ethnicF=.

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 2900 -0.07448 0.53864 -216.00525 -1.48749 1.51284
att5 1936 -0.39721 1.56108 -769.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
2900
0.70216
<.0001
1535
att5
0.70216
<.0001
1535
1.00000
 
1936



DATA = election2004

The CORR Procedure

ethnicF=1

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 159 -0.06225 0.52895 -9.89831 -1.19091 1.13686
att5 182 -0.24725 1.58004 -45.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
159
0.75209
<.0001
159
att5
0.75209
<.0001
159
1.00000
 
182



DATA = election2004

The CORR Procedure

ethnicF=2

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 1339 -0.18414 0.47382 -246.56436 -1.41442 1.24218
att5 1585 -0.67571 1.28101 -1071 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
1339
0.63351
<.0001
1330
att5
0.63351
<.0001
1330
1.00000
 
1585



DATA = election2004

The CORR Procedure

ethnicF=3

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 1235 -0.38638 0.43933 -477.17850 -1.35021 1.21997
att5 1434 -1.28173 1.15153 -1838 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
1235
0.48572
<.0001
1224
att5
0.48572
<.0001
1224
1.00000
 
1434



DATA = election2004

The CORR Procedure

ethnicF=4

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 864 -0.13344 0.53891 -115.29340 -1.38566 1.28679
att5 1012 -0.44071 1.55907 -446.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
864
0.73119
<.0001
855
att5
0.73119
<.0001
855
1.00000
 
1012



DATA = election2004

The CORR Procedure

ethnicF=5

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 19279 -0.05577 0.57140 -1075 -1.60886 1.49486
att5 22135 -0.21138 1.63374 -4679 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
19279
0.76114
<.0001
19177
att5
0.76114
<.0001
19177
1.00000
 
22135



DATA = election2004

The CORR Procedure

ethnicF=6

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 710 -0.14004 0.53126 -99.42657 -1.44389 1.47643
att5 857 -0.40023 1.53149 -343.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
710
0.71334
<.0001
703
att5
0.71334
<.0001
703
1.00000
 
857



DATA = election2004

The CORR Procedure

ethnicF=7

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 660 -0.14226 0.54068 -93.89330 -1.40695 1.68158
att5 784 -0.61097 1.54967 -479.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
660
0.68402
<.0001
649
att5
0.68402
<.0001
649
1.00000
 
784



DATA = election2004

The CORR Procedure

ageGP=.

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 2628 -0.07744 0.53827 -203.51706 -1.48749 1.42695
att5 1621 -0.39112 1.57253 -634.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
2628
0.69890
<.0001
1270
att5
0.69890
<.0001
1270
1.00000
 
1621



DATA = election2004

The CORR Procedure

ageGP=0

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 4 -0.12214 0.49265 -0.48854 -0.68888 0.33466
att5 5 0.60000 1.94936 3.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
4
0.89284
0.1072
4
att5
0.89284
0.1072
4
1.00000
 
5



DATA = election2004

The CORR Procedure

ageGP=1

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 7268 -0.03685 0.52629 -267.83666 -1.43378 1.68158
att5 8754 -0.22138 1.56540 -1938 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
7268
0.73789
<.0001
7220
att5
0.73789
<.0001
7220
1.00000
 
8754



DATA = election2004

The CORR Procedure

ageGP=2

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 11041 -0.07821 0.55256 -863.55246 -1.60886 1.47643
att5 12441 -0.33623 1.59265 -4183 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
11041
0.74687
<.0001
10966
att5
0.74687
<.0001
10966
1.00000
 
12441



DATA = election2004

The CORR Procedure

ageGP=3

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 3100 -0.14549 0.59534 -451.00857 -1.60176 1.46349
att5 3512 -0.39607 1.65821 -1391 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
3100
0.76815
<.0001
3083
att5
0.76815
<.0001
3083
1.00000
 
3512



DATA = election2004

The CORR Procedure

ageGP=4

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 1920 -0.16371 0.63328 -314.32439 -1.46102 1.40526
att5 2200 -0.38364 1.68618 -844.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
1920
0.76839
<.0001
1912
att5
0.76839
<.0001
1912
1.00000
 
2200



DATA = election2004

The CORR Procedure

ageGP=5

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 979 -0.20140 0.60061 -197.17057 -1.50320 1.51284
att5 1142 -0.51138 1.65026 -584.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
979
0.74921
<.0001
973
att5
0.74921
<.0001
973
1.00000
 
1142



DATA = election2004

The CORR Procedure

ageGP=6

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 206 -0.17264 0.65638 -35.56382 -1.34642 1.14889
att5 250 -0.39600 1.75371 -99.00000 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
206
0.76281
<.0001
204
att5
0.76281
<.0001
204
1.00000
 
250



DATA = election2004

The MEANS Procedure

Analysis Variable : IAT
pol5 N Obs N Mean Std Dev Minimum Maximum
-2 8292 7201 -0.4931313 0.3754557 -1.6088638 1.4127234
-1 4545 4010 -0.2930750 0.4275530 -1.4759984 1.0698463
0 6013 5079 -0.0306340 0.4860911 -1.4441249 1.5128364
1 2804 2425 0.3367095 0.4040568 -1.1926249 1.4015036
2 4915 4174 0.5190729 0.3643532 -1.3992743 1.6815771



DATA = election2004

The MEANS Procedure

Analysis Variable : att5
pol5 N Obs N Mean Std Dev Minimum Maximum
-2 8292 8246 -1.6869998 0.7321058 -2.0000000 2.0000000
-1 4545 4526 -1.0589925 1.0638457 -2.0000000 2.0000000
0 6013 5952 -0.1980847 1.2671580 -2.0000000 2.0000000
1 2804 2792 1.0974212 1.0004480 -2.0000000 2.0000000
2 4915 4901 1.7567843 0.6657950 -2.0000000 2.0000000



DATA = election2004

The CORR Procedure

pol5=.

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 4257 -0.10212 0.54605 -434.73339 -1.48749 1.40149
att5 3508 -0.41648 1.52599 -1461 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
4257
0.71875
<.0001
2875
att5
0.71875
<.0001
2875
1.00000
 
3508



DATA = election2004

The CORR Procedure

pol5=-2

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 7201 -0.49313 0.37546 -3551 -1.60886 1.41272
att5 8246 -1.68700 0.73211 -13911 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
7201
0.28355
<.0001
7163
att5
0.28355
<.0001
7163
1.00000
 
8246



DATA = election2004

The CORR Procedure

pol5=-1

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 4010 -0.29307 0.42755 -1175 -1.47600 1.06985
att5 4526 -1.05899 1.06385 -4793 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
4010
0.48529
<.0001
3992
att5
0.48529
<.0001
3992
1.00000
 
4526



DATA = election2004

The CORR Procedure

pol5=0

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 5079 -0.03063 0.48609 -155.59010 -1.44412 1.51284
att5 5952 -0.19808 1.26716 -1179 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
5079
0.61135
<.0001
5025
att5
0.61135
<.0001
5025
1.00000
 
5952



DATA = election2004

The CORR Procedure

pol5=1

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 2425 0.33671 0.40406 816.52058 -1.19262 1.40150
att5 2792 1.09742 1.00045 3064 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
2425
0.47370
<.0001
2415
att5
0.47370
<.0001
2415
1.00000
 
2792



DATA = election2004

The CORR Procedure

pol5=2

2 Variables: IAT att5

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
IAT 4174 0.51907 0.36435 2167 -1.39927 1.68158
att5 4901 1.75678 0.66580 8610 -2.00000 2.00000

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  IAT att5
IAT
1.00000
 
4174
0.35240
<.0001
4162
att5
0.35240
<.0001
4162
1.00000
 
4901



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 21912



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 29.023065 29.023065 92.16 <.0001
Error 21910 6899.545159 0.314904    
Corrected Total 21911 6928.568224      

R-Square Coeff Var Root MSE IAT Mean
0.004189 -685.7824 0.561163 -0.081828

Source DF Type I SS Mean Square F Value Pr > F
gender 1 29.02306513 29.02306513 92.16 <.0001

Source DF Type III SS Mean Square F Value Pr > F
gender 1 29.02306513 29.02306513 92.16 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 21912



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 6 140.851375 23.475229 75.76 <.0001
Error 21905 6787.716849 0.309871    
Corrected Total 21911 6928.568224      

R-Square Coeff Var Root MSE IAT Mean
0.020329 -680.2797 0.556660 -0.081828

Source DF Type I SS Mean Square F Value Pr > F
ethnicF 6 140.8513745 23.4752291 75.76 <.0001

Source DF Type III SS Mean Square F Value Pr > F
ethnicF 6 140.8513745 23.4752291 75.76 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 21912



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 40.743045 40.743045 129.60 <.0001
Error 21910 6887.825179 0.314369    
Corrected Total 21911 6928.568224      

R-Square Coeff Var Root MSE IAT Mean
0.005880 -685.1996 0.560686 -0.081828

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 40.74304457 40.74304457 129.60 <.0001

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 40.74304457 40.74304457 129.60 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 21912



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 3186.894082 3186.894082 18661.4 <.0001
Error 21910 3741.674141 0.170775    
Corrected Total 21911 6928.568224      

R-Square Coeff Var Root MSE IAT Mean
0.459964 -505.0206 0.413249 -0.081828

Source DF Type I SS Mean Square F Value Pr > F
pol5 1 3186.894082 3186.894082 18661.4 <.0001

Source DF Type III SS Mean Square F Value Pr > F
pol5 1 3186.894082 3186.894082 18661.4 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 31816
Number of Observations Used 21912



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 9 3208.302866 356.478096 2098.66 <.0001
Error 21902 3720.265358 0.169860    
Corrected Total 21911 6928.568224      

R-Square Coeff Var Root MSE IAT Mean
0.463054 -503.6657 0.412140 -0.081828

Source DF Type I SS Mean Square F Value Pr > F
gender 1 29.023065 29.023065 170.87 <.0001
ethnicF 6 134.670222 22.445037 132.14 <.0001
ageGP 1 56.978551 56.978551 335.44 <.0001
pol5 1 2987.631028 2987.631028 17588.8 <.0001

Source DF Type III SS Mean Square F Value Pr > F
gender 1 0.114699 0.114699 0.68 0.4112
ethnicF 6 7.496417 1.249403 7.36 <.0001
ageGP 1 15.146169 15.146169 89.17 <.0001
pol5 1 2987.631028 2987.631028 17588.8 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 25265



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 488.94928 488.94928 189.15 <.0001
Error 25263 65305.56114 2.58503    
Corrected Total 25264 65794.51043      

R-Square Coeff Var Root MSE att5 Mean
0.007431 -519.9837 1.607802 -0.309202

Source DF Type I SS Mean Square F Value Pr > F
gender 1 488.9492848 488.9492848 189.15 <.0001

Source DF Type III SS Mean Square F Value Pr > F
gender 1 488.9492848 488.9492848 189.15 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 25265



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 6 1714.66732 285.77789 112.64 <.0001
Error 25258 64079.84311 2.53701    
Corrected Total 25264 65794.51043      

R-Square Coeff Var Root MSE att5 Mean
0.026061 -515.1317 1.592800 -0.309202

Source DF Type I SS Mean Square F Value Pr > F
ethnicF 6 1714.667323 285.777887 112.64 <.0001

Source DF Type III SS Mean Square F Value Pr > F
ethnicF 6 1714.667323 285.777887 112.64 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 25265



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 108.77329 108.77329 41.83 <.0001
Error 25263 65685.73714 2.60008    
Corrected Total 25264 65794.51043      

R-Square Coeff Var Root MSE att5 Mean
0.001653 -521.4950 1.612475 -0.309202

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 108.7732915 108.7732915 41.83 <.0001

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 108.7732915 108.7732915 41.83 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 25393
Number of Observations Used 25265



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 42449.05399 42449.05399 45935.7 <.0001
Error 25263 23345.45644 0.92410    
Corrected Total 25264 65794.51043      

R-Square Coeff Var Root MSE att5 Mean
0.645176 -310.8965 0.961300 -0.309202

Source DF Type I SS Mean Square F Value Pr > F
pol5 1 42449.05399 42449.05399 45935.7 <.0001

Source DF Type III SS Mean Square F Value Pr > F
pol5 1 42449.05399 42449.05399 45935.7 <.0001



DATA = election2004

The GLM Procedure

Class Level Information
Class Levels Values
ethnicF 7 1 2 3 4 5 6 7
gender 2 f m

Number of Observations Read 31816
Number of Observations Used 25265



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 9 42515.19311 4723.91035 5124.82 <.0001
Error 25255 23279.31732 0.92177    
Corrected Total 25264 65794.51043      

R-Square Coeff Var Root MSE att5 Mean
0.646181 -310.5049 0.960089 -0.309202

Source DF Type I SS Mean Square F Value Pr > F
gender 1 488.94928 488.94928 530.45 <.0001
ethnicF 6 1632.42745 272.07124 295.16 <.0001
ageGP 1 212.92013 212.92013 230.99 <.0001
pol5 1 40180.89625 40180.89625 43591.0 <.0001

Source DF Type III SS Mean Square F Value Pr > F
gender 1 0.11840 0.11840 0.13 0.7200
ethnicF 6 64.22523 10.70420 11.61 <.0001
ageGP 1 4.42502 4.42502 4.80 0.0285
pol5 1 40180.89625 40180.89625 43591.0 <.0001



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 24518



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 62.089001 62.089001 198.03 <.0001
Error 24516 7686.691925 0.313538    
Corrected Total 24517 7748.780926      

R-Square Coeff Var Root MSE IAT Mean
0.008013 -644.5574 0.559944 -0.086873

Source DF Type I SS Mean Square F Value Pr > F
age 1 62.08900115 62.08900115 198.03 <.0001

Source DF Type III SS Mean Square F Value Pr > F
age 1 62.08900115 62.08900115 198.03 <.0001

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0391574426 0.00964351 4.06 <.0001
age -.0048583032 0.00034524 -14.07 <.0001



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 24518



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 70.393153 35.196577 112.37 <.0001
Error 24515 7678.387772 0.313212    
Corrected Total 24517 7748.780926      

R-Square Coeff Var Root MSE IAT Mean
0.009084 -644.2223 0.559653 -0.086873

Source DF Type I SS Mean Square F Value Pr > F
age 1 62.08900115 62.08900115 198.23 <.0001
age2 1 8.30415233 8.30415233 26.51 <.0001

Source DF Type III SS Mean Square F Value Pr > F
age 1 18.52236363 18.52236363 59.14 <.0001
age2 1 8.30415233 8.30415233 26.51 <.0001

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.1747260642 0.02803756 6.23 <.0001
age -.0141961961 0.00184605 -7.69 <.0001
age2 0.0001367118 0.00002655 5.15 <.0001



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 24518



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 70.394562 23.464854 74.91 <.0001
Error 24514 7678.386364 0.313225    
Corrected Total 24517 7748.780926      

R-Square Coeff Var Root MSE IAT Mean
0.009085 -644.2353 0.559665 -0.086873

Source DF Type I SS Mean Square F Value Pr > F
age 1 62.08900115 62.08900115 198.23 <.0001
age2 1 8.30415233 8.30415233 26.51 <.0001
age3 1 0.00140882 0.00140882 0.00 0.9465

Source DF Type III SS Mean Square F Value Pr > F
age 1 1.65067512 1.65067512 5.27 0.0217
age2 1 0.17530143 0.17530143 0.56 0.4544
age3 1 0.00140882 0.00140882 0.00 0.9465

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.1707449483 0.06565003 2.60 0.0093
age -.0138121459 0.00601670 -2.30 0.0217
age2 0.0001255944 0.00016788 0.75 0.4544
age3 0.0000000977 0.00000146 0.07 0.9465



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 24518



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 52.376352 52.376352 166.84 <.0001
Error 24516 7696.404574 0.313934    
Corrected Total 24517 7748.780926      

R-Square Coeff Var Root MSE IAT Mean
0.006759 -644.9645 0.560298 -0.086873

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 52.37635192 52.37635192 166.84 <.0001

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 52.37635192 52.37635192 166.84 <.0001

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0029932910 0.00782366 0.38 0.7020
ageGP -.0419994759 0.00325159 -12.92 <.0001



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 24518



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 53.407597 26.703798 85.07 <.0001
Error 24515 7695.373329 0.313905    
Corrected Total 24517 7748.780926      

R-Square Coeff Var Root MSE IAT Mean
0.006892 -644.9344 0.560272 -0.086873

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 52.37635192 52.37635192 166.85 <.0001
agegp2 1 1.03124469 1.03124469 3.29 0.0699

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 7.92198018 7.92198018 25.24 <.0001
agegp2 1 1.03124469 1.03124469 3.29 0.0699

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0277648654 0.01574768 1.76 0.0779
ageGP -.0645197227 0.01284324 -5.02 <.0001
agegp2 0.0040444770 0.00223142 1.81 0.0699



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 24518



DATA = election2004

The GLM Procedure
 
Dependent Variable: IAT

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 54.403064 18.134355 57.78 <.0001
Error 24514 7694.377862 0.313877    
Corrected Total 24517 7748.780926      

R-Square Coeff Var Root MSE IAT Mean
0.007021 -644.9058 0.560247 -0.086873

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 52.37635192 52.37635192 166.87 <.0001
agegp2 1 1.03124469 1.03124469 3.29 0.0699
agegp3 1 0.99546768 0.99546768 3.17 0.0749

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 0.00017160 0.00017160 0.00 0.9813
agegp2 1 0.68335801 0.68335801 2.18 0.1401
agegp3 1 0.99546768 0.99546768 3.17 0.0749

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.0170138907 0.02966815 -0.57 0.5663
ageGP -.0008877853 0.03796861 -0.02 0.9813
agegp2 -.0210538276 0.01426877 -1.48 0.1401
agegp3 0.0028189481 0.00158290 1.78 0.0749



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 28304



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 133.74251 133.74251 51.97 <.0001
Error 28302 72829.53109 2.57330    
Corrected Total 28303 72963.27360      

R-Square Coeff Var Root MSE att5 Mean
0.001833 -502.4777 1.604151 -0.319248

Source DF Type I SS Mean Square F Value Pr > F
age 1 133.7425112 133.7425112 51.97 <.0001

Source DF Type III SS Mean Square F Value Pr > F
age 1 133.7425112 133.7425112 51.97 <.0001

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.1490705940 0.02545850 -5.86 <.0001
age -.0065845711 0.00091335 -7.21 <.0001



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 28304



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 159.22799 79.61399 30.95 <.0001
Error 28301 72804.04561 2.57249    
Corrected Total 28303 72963.27360      

R-Square Coeff Var Root MSE att5 Mean
0.002182 -502.3986 1.603898 -0.319248

Source DF Type I SS Mean Square F Value Pr > F
age 1 133.7425112 133.7425112 51.99 <.0001
age2 1 25.4854764 25.4854764 9.91 0.0016

Source DF Type III SS Mean Square F Value Pr > F
age 1 50.86287565 50.86287565 19.77 <.0001
age2 1 25.48547643 25.48547643 9.91 0.0016

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0682463690 0.07358644 0.93 0.3537
age -.0216060463 0.00485905 -4.45 <.0001
age2 0.0002199793 0.00006989 3.15 0.0016



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 28304



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 166.28972 55.42991 21.55 <.0001
Error 28300 72796.98388 2.57233    
Corrected Total 28303 72963.27360      

R-Square Coeff Var Root MSE att5 Mean
0.002279 -502.3832 1.603849 -0.319248

Source DF Type I SS Mean Square F Value Pr > F
age 1 133.7425112 133.7425112 51.99 <.0001
age2 1 25.4854764 25.4854764 9.91 0.0016
age3 1 7.0617363 7.0617363 2.75 0.0976

Source DF Type III SS Mean Square F Value Pr > F
age 1 22.25922832 22.25922832 8.65 0.0033
age2 1 11.70115487 11.70115487 4.55 0.0329
age3 1 7.06173629 7.06173629 2.75 0.0976

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.3259238731 0.17204905 1.89 0.0582
age -.0465713955 0.01583170 -2.94 0.0033
age2 0.0009446243 0.00044290 2.13 0.0329
age3 -.0000063752 0.00000385 -1.66 0.0976



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 28304



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 132.89565 132.89565 51.64 <.0001
Error 28302 72830.37795 2.57333    
Corrected Total 28303 72963.27360      

R-Square Coeff Var Root MSE att5 Mean
0.001821 -502.4806 1.604160 -0.319248

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 132.8956478 132.8956478 51.64 <.0001

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 132.8956478 132.8956478 51.64 <.0001

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.1880636897 0.02059494 -9.13 <.0001
ageGP -.0616969414 0.00858531 -7.19 <.0001



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 28304



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 150.13071 75.06536 29.18 <.0001
Error 28301 72813.14289 2.57281    
Corrected Total 28303 72963.27360      

R-Square Coeff Var Root MSE att5 Mean
0.002058 -502.4300 1.603999 -0.319248

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 132.8956478 132.8956478 51.65 <.0001
agegp2 1 17.2350626 17.2350626 6.70 0.0097

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 48.11939439 48.11939439 18.70 <.0001
agegp2 1 17.23506263 17.23506263 6.70 0.0097

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.0953853584 0.04130683 -2.31 0.0209
ageGP -.1465305462 0.03388224 -4.32 <.0001
agegp2 0.0152403578 0.00588834 2.59 0.0097



DATA = election2004

The GLM Procedure

Number of Observations Read 31816
Number of Observations Used 28304



DATA = election2004

The GLM Procedure
 
Dependent Variable: att5

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 152.77483 50.92494 19.79 <.0001
Error 28300 72810.49877 2.57281    
Corrected Total 28303 72963.27360      

R-Square Coeff Var Root MSE att5 Mean
0.002094 -502.4298 1.603998 -0.319248

Source DF Type I SS Mean Square F Value Pr > F
ageGP 1 132.8956478 132.8956478 51.65 <.0001
agegp2 1 17.2350626 17.2350626 6.70 0.0097
agegp3 1 2.6441189 2.6441189 1.03 0.3107

Source DF Type III SS Mean Square F Value Pr > F
ageGP 1 14.95348572 14.95348572 5.81 0.0159
agegp2 1 5.07448166 5.07448166 1.97 0.1602
agegp3 1 2.64411888 2.64411888 1.03 0.3107

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.0279882661 0.07826951 -0.36 0.7207
ageGP -.2425784270 0.10062010 -2.41 0.0159
agegp2 0.0531100670 0.03781680 1.40 0.1602
agegp3 -.0042454361 0.00418780 -1.01 0.3107