SAS Output

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
Deleted Variable	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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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