Question
Testing for the hypothesis that Intimate Partner Violence and race are related, based on the tables provided, can you justify why this test is appropriate
Testing for the hypothesis that Intimate Partner Violence and race are related, based on the tables provided, can you justify why this test is appropriate and provide a detailed explanation of the results. including a statistical explanation. Finally does this test show a relation between Intimate partner violence and race?
| Contingency Tables | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Offender Gender | |||||||||
| Victim Race | Male | Female | Total | ||||||
| White | Count | 28551.000 | 6100.000 | 34651.000 | |||||
| Expected count | 28601.718 | 6049.282 | 34651.000 | ||||||
| % within row | 82.396% | 17.604% | 100.000% | ||||||
| % within column | 81.316% | 82.144% | 81.461% | ||||||
| Black | Count | 4876.000 | 858.000 | 5734.000 | |||||
| Expected count | 4732.973 | 1001.027 | 5734.000 | ||||||
| % within row | 85.037% | 14.963% | 100.000% | ||||||
| % within column | 13.887% | 11.554% | 13.480% | ||||||
| American Indian | Count | 360.000 | 70.000 | 430.000 | |||||
| Expected count | 354.932 | 75.068 | 430.000 | ||||||
| % within row | 83.721% | 16.279% | 100.000% | ||||||
| % within column | 1.025% | 0.943% | 1.011% | ||||||
| Asian/Pacific Isld | Count | 487.000 | 16.000 | 503.000 | |||||
| Expected count | 415.188 | 87.812 | 503.000 | ||||||
| % within row | 96.819% | 3.181% | 100.000% | ||||||
| % within column | 1.387% | 0.215% | 1.182% | ||||||
| Other | Count | 837.000 | 382.000 | 1219.000 | |||||
| Expected count | 1006.190 | 212.810 | 1219.000 | ||||||
| % within row | 68.663% | 31.337% | 100.000% | ||||||
| % within column | 2.384% | 5.144% | 2.866% | ||||||
| Total | Count | 35111.000 | 7426.000 | 42537.000 | |||||
| Expected count | 35111.000 | 7426.000 | 42537.000 | ||||||
| % within row | 82.542% | 17.458% | 100.000% | ||||||
| % within column | 100.000% | 100.000% | 100.000% | ||||||
| Chi-Squared Tests | |||||||
|---|---|---|---|---|---|---|---|
| Value | df | p | |||||
| 259.797 | 4 | <.001 | |||||
| N | 42537 | ||||||
| Nominal | |||
|---|---|---|---|
| Value | |||
| Phi-coefficient | NaN | ||
| Cramer's V | 0.078 | ||
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Elementary Number Theory
Authors: James K Strayer
1st Edition
1478618507, 9781478618508
