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PSY 260 SNHU Differences in Agreement with Gay Marriage in US Data Analysis

Business Finance, psy 260

Business Finance, psy 260

PSY 260 SNHU Differences in Agreement with Gay Marriage in US Data Analysis

PSY 260 SNHU Differences in Agreement with Gay Marriage in US Data Analysis

Description

My research question: Are there differences in the average agreement with gay individuals having the right to marry one another among people who were interviewed in different geographic regions of the United States?

  1. Select and report the inferential statistical test contextualized in the research question.
  2. Provide the alpha value and use it to determine the significance of your test.
  3. Report the results in APA format, including statistic value with degree of freedom, p value, and effect size.
  4. Report the values necessary to interpret the findings and identify the pattern of relationship (for example, slope for regression and means for ANOVA).
  5. Connect the statistical findings back to the research question and conceptual variables.
  6. Propose an actionable item that uses the results of your findings relevant to the research question.
  7. Provide the output from your data analysis (using the Analysis ToolPak) as a screenshot or picture.

Unformatted Attachment Preview

region (columns)
marhomo
Northeast South
3
1
1
3
3
1
1
1
2
3
1
2
1
1
1
5
3
2
1
1
2
1
1
3
1
1
4
1
2
1
3
5
3
2
4
3
4
1
3
2
4
2
2
3
2
2
Midwest
1
1
3
3
1
5
1
4
1
2
2
2
1
1
3
1
2
1
1
3
1
1
1
2
1
1
2
1
1
2
1
2
1
2
2
5
5
1
1
1
2
1
1
1
2
2
West
2
4
2
3
2
1
2
1
1
2
3
2
1
1
1
3
2
1
3
3
1
4
4
1
3
1
2
2
4
1
1
4
3
2
1
1
1
2
1
3
2
2
2
1
2
4
1
1
4
2
1
1
3
1
3
1
5
1
1
4
1
1
1
4
2
1
1
3
1
1
3
1
4
3
1
3
1
3
5
3
1
1
3
3
4
1
1
1
1
1
1
1
3
1
1
2
1
4
2
2
3
1
1
1
1
1
2
1
2
1
2
3
1
2
1
2
2
1
1
2
2
1
1
1
1
2
1
1
1
2
2
1
4
1
5
2
2
2
1
2
2
1
1
2
1
1
1
1
5
1
2
1
2
2
2
2
3
2
4
2
2
1
1
2
4
1
2
5
1
2
3
2
2
1
1
2
5
1
1
2
1
3
4
1
3
1
1
1
4
1
1
3
2
3
3
1
2
1
region
libtemp
Northeast South
Midwest West
50
50
50
75
50
85
70
85
50
60
70
70
50
70
30
60
60
30
30
50
70
60
85
25
40
30
50
70
0
40
70
50
100
60
40
0
50
70
50
40
30
40
0
70
100
85
50
60
70
70
60
70
60
70
50
50
40
30
40
70
60
30
70
60
30
60
50
30
70
85
85
70
100
30
50
85
70
70
60
50
40
60
70
40
50
50
40
60
30
50
70
70
60
40
60
40
60
50
40
70
50
40
50
25
50
50
60
60
70
50
10
70
70
50
70
85
50
80
70
100
85
70
40
50
50
60
50
100
50
45
70
100
50
50
85
0
60
60
50
70
50
85
70
50
0
85
70
50
85
60
50
40
50
50
50
30
50
50
30
70
70
60
50
15
70
0
40
50
60
70
50
50
50
0
40
60
85
100
50
50
50
85
50
50
50
80
85
50
50
30
40
50
50
40
85
50
60
85
70
85
70
50
70
40
50
70
100
85
0
50
30
15
30
40
40
70
70
60
50
50
60
50
50
85
50
60
50
50
100
15
50
60
70
50
60
0
0
0
50
0
50
70
0
60
40
70
15
60
60
60
100
100
50
60
50
85
60
50
70
85
70
30
50
30
70
60
40
40
70
30
30
60
60
15
70
0
50
50
50
70
85
50
60
70
30
30
60
30
50
id
year
contemp
marhomo
176 1988
60
957 1988
50
611 1988
60
767 1988
50
300 1988
40
658 1988
50
1419 1988
50
933 1988
60
989 1988
100
740 1988
85
646 1988
70
606 1988
60
1046 1988
85
194 1988
70
1197 1988
40
563 1988
50
797 1988
85
788 1988
50
1143 1988
70
1060 1988
70
334 1988
60
67 1988
60
616 1988
85
630 1988
60
319 1988
50
178 1988
30
162 1988
85
276 1988
90
954 1988
70
886 1988
50
166 1988
50
1161 1988
50
816 1988
50
673 1988
85
1165 1988
40
1049 1988
40
1192 1988
60
681 1988
75
412 1988
30
224 1988
60
1386 1988
60
1382 1988
50
649 1988
60
849 1988
85
525 1988
70
747 1988
100
1
1
3
1
2
3
1
1
1
2
2
3
1
2
2
2
1
1
2
1
2
1
1
2
1
4
1
1
1
4
1
1
2
2
2
1
2
1
4
1
1
1
2
2
2
2
901
475
299
1462
108
868
1136
1253
802
749
61
275
720
421
1099
399
184
951
895
946
1268
605
608
908
1480
1302
1249
712
117
1315
560
967
906
700
1113
859
174
862
1468
425
1406
570
537
985
575
102
1137
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
50
60
0
60
30
70
50
60
85
85
70
40
50
85
60
15
90
15
70
60
70
50
70
70
30
50
50
85
0
60
50
50
85
50
70
60
50
60
50
40
60
50
85
70
15
40
50
1
3
2
1
5
2
1
2
1
1
3
2
2
1
1
5
2
5
2
2
1
5
1
1
3
1
2
3
1
1
3
3
1
4
1
1
1
2
1
2
2
1
1
1
1
3
3
1189
1174
493
1002
330
715
1283
938
1030
89
815
744
50
1412
332
234
1431
1105
1358
693
1479
1153
1251
1144
636
778
737
1430
357
57
515
944
1296
656
939
244
295
922
831
977
1154
1179
444
1065
1389
1124
499
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
60
60
40
40
0
30
50
60
60
70
60
85
80
50
50
15
85
50
60
70
50
30
50
70
85
40
85
70
70
40
50
60
0
60
50
75
70
70
50
70
60
50
50
50
50
50
40
2
1
4
1
1
2
1
1
3
4
1
1
2
2
1
1
5
1
2
1
2
1
2
2
2
1
2
1
1
4
1
2
2
1
1
1
2
1
1
5
1
1
1
1
2
3
1
697
75
1361
505
889
1305
777
562
265
845
1222
98
1457
438
1415
1170
136
508
394
1027
70
424
20
1360
784
1198
1204
366
915
748
1398
805
313
79
818
1089
115
869
1289
1444
186
771
193
545
758
934
298
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
60
40
85
85
80
50
50
40
40
75
50
50
70
70
50
85
60
30
40
60
70
60
60
50
100
50
85
15
85
60
60
70
60
85
40
70
60
60
60
50
70
50
30
70
50
70
60
2
4
1
2
2
1
5
3
2
1
3
2
1
2
1
2
2
4
5
2
2
1
1
1
2
1
1
4
1
1
4
1
3
2
1
1
1
2
1
1
4
2
2
1
3
1
2
251
2
361
612
1252
379
1097
1029
917
1282
411
1048
552
120
179
402
1284
1084
1470
188
7
699
746
502
1199
367
735
1115
1455
1138
1085
435
1067
1082
1148
1064
1279
1076
1004
589
1307
1072
74
231
1404
274
1246
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
50
50
50
70
40
40
60
85
50
70
85
50
40
0
70
60
60
50
100
70
40
60
50
50
40
85
100
60
70
60
60
70
50
50
50
60
50
60
40
50
60
70
85
100
70
45
50
2
3
1
1
1
2
2
1
1
1
1
1
2
3
3
1
3
3
1
5
2
3
3
4
4
1
1
2
3
1
2
2
1
3
4
3
3
2
3
3
2
3
2
2
1
3
2
653
83
479
707
1016
232
146
468
1036
662
172
189
480
72
547
1321
141
403
142
348
1168
960
446
551
736
819
346
945
1127
1240
1454
799
185
637
476
595
1417
903
523
878
175
503
81
21
76
1363
1476
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
40
50
50
50
50
85
100
15
50
60
50
50
50
75
70
70
60
100
60
60
50
40
70
60
60
60
85
60
50
60
60
70
0
60
50
40
50
60
70
60
0
30
30
50
50
50
70
1
1
1
3
1
1
1
3
1
1
1
1
4
2
2
1
5
2
1
2
1
1
2
3
4
1
2
1
1
1
5
1
5
1
4
5
2
1
1
1
4
1
3
4
3
1
1
1409
410
978
597
77
163
1026
888
567
1988
1988
1988
1988
1988
1988
1988
1988
1988
40
70
60
40
70
50
60
50
70
1
3
1
3
2
3
3
2
1
id
year
libtemp
marhomo
176 1988
50
957 1988
50
611 1988
60
767 1988
60
300 1988
70
658 1988
50
1419 1988
50
933 1988
40
989 1988
0
740 1988
85
646 1988
90
606 1988
70
1046 1988
40
194 1988
0
1197 1988
50
563 1988
50
797 1988
15
788 1988
40
1143 1988
0
1060 1988
60
334 1988
40
67 1988
60
616 1988
30
630 1988
60
319 1988
50
178 1988
85
162 1988
40
276 1988
100
954 1988
50
886 1988
50
166 1988
50
1161 1988
50
816 1988
50
673 1988
0
1165 1988
70
1049 1988
30
1192 1988
40
681 1988
65
412 1988
70
224 1988
0
1386 1988
70
1382 1988
50
649 1988
50
849 1988
60
525 1988
70
747 1988
70
1
1
3
1
2
3
1
1
1
2
2
3
1
2
2
2
1
1
2
1
2
1
1
2
1
4
1
1
1
4
1
1
2
2
2
1
2
1
4
1
1
1
2
2
2
2
901
475
299
1462
108
868
1136
1253
802
749
61
275
720
421
1099
399
184
951
895
946
1268
605
608
908
1480
1302
1249
712
117
1315
560
967
906
700
1113
859
174
862
1468
425
1406
570
537
985
575
102
1137
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
50
40
50
85
85
70
50
40
15
85
60
70
25
60
50
100
15
100
50
50
50
50
85
85
70
30
50
15
50
60
50
70
0
50
70
85
50
70
50
70
15
50
50
40
70
70
15
1
3
2
1
5
2
1
2
1
1
3
2
2
1
1
5
2
5
2
2
1
5
1
1
3
1
2
3
1
1
3
3
1
4
1
1
1
2
1
2
2
1
1
1
1
3
3
1189
1174
493
1002
330
715
1283
938
1030
89
815
744
50
1412
332
234
1431
1105
1358
693
1479
1153
1251
1144
636
778
737
1430
357
57
515
944
1296
656
939
244
295
922
831
977
1154
1179
444
1065
1389
1124
499
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
50
70
60
60
0
20
50
60
40
60
60
50
80
50
50
50
30
40
50
70
50
60
50
50
70
60
30
70
70
85
50
60
0
50
50
75
30
70
50
50
85
50
50
50
50
50
50
2
1
4
1
1
2
1
1
3
4
1
1
2
2
1
1
5
1
2
1
2
1
2
2
2
1
2
1
1
4
1
2
2
1
1
1
2
1
1
5
1
1
1
1
2
3
1
697
75
1361
505
889
1305
777
562
265
845
1222
98
1457
438
1415
1170
136
508
394
1027
70
424
20
1360
784
1198
1204
366
915
748
1398
805
313
79
818
1089
115
869
1289
1444
186
771
193
545
758
934
298
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
0
40
70
60
80
30
50
60
70
0
60
50
30
70
50
70
60
60
70
50
50
70
60
30
40
50
15
60
85
50
40
50
60
60
60
30
70
60
0
50
100
50
30
60
85
70
50
2
4
1
2
2
1
5
3
2
1
3
2
1
2
1
2
2
4
5
2
2
1
1
1
2
1
1
4
1
1
4
1
3
2
1
1
1
2
1
1
4
2
2
1
3
1
2
251
2
361
612
1252
379
1097
1029
917
1282
411
1048
552
120
179
402
1284
1084
1470
188
7
699
746
502
1199
367
735
1115
1455
1138
1085
435
1067
1082
1148
1064
1279
1076
1004
589
1307
1072
74
231
1404
274
1246
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
40
65
50
30
40
40
70
30
50
15
30
70
50
90
50
30
60
50
40
85
85
50
50
50
70
70
100
50
50
50
50
85
60
50
100
60
50
40
70
50
50
50
70
40
40
60
50
2
3
1
1
1
2
2
1
1
1
1
1
2
3
3
1
3
3
1
5
2
3
3
4
4
1
1
2
3
1
2
2
1
3
4
3
3
2
3
3
2
3
2
2
1
3
2
653
83
479
707
1016
232
146
468
1036
662
172
189
480
72
547
1321
141
403
142
348
1168
960
446
551
736
819
346
945
1127
1240
1454
799
185
637
476
595
1417
903
523
878
175
503
81
21
76
1363
1476
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
1988
70
70
50
75
50
60
85
85
50
40
50
30
70
50
70
0
70
100
60
50
50
40
85
70
85
40
70
50
50
50
85
60
100
50
50
70
50
60
50
60
0
30
50
50
50
50
30
1
1
1
3
1
1
1
3
1
1
1
1
4
2
2
1
5
2
1
2
1
1
2
3
4
1
2
1
1
1
5
1
5
1
4
5
2
1
1
1
4
1
3
4
3
1
1
1409
410
978
597
77
163
1026
888
567
1988
1988
1988
1988
1988
1988
1988
1988
1988
70
60
85
85
60
50
60
50
50
1
3
1
3
2
3
3
2
1
Summary
Groups
Count
Sum
Average Variance
NE
56
3191 56.98214 331.2906 NE
SOUTH
97
5040 51.95876 463.3108 S
MW
80
4365 54.5625 441.8948 MW
WEST
56
2870
51.25 445.6818 W
ANOVA
Ace of Variance
SS
df
Between Groups
1283.175
Within Groups122121
MS
F
P-value
F crit
3 427.7251 0.998204 0.394067 2.63628
285 428.4948
Total
288
123404.2

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