The following table uses data from the U.S. Census Bureau from 2007 and 2012. The table considers business owners aged 25-64 with paid employees and breaks those individuals down by race and gender. Note: This not not include all racial or ethnic groups and gender categories were restricted to those asked on the census.
Male | Female | Total | |
White | 2933198 | 855200 | 3788398 |
Asian American | 283538 | 126328 | 409866 |
Hispanic | 188130 | 67079 | 255209 |
Black | 60439 | 38609 | 99048 |
American Indian | 17557 | 7759 | 25316 |
Total | 3482862 | 1094975 | 4577837 |
Question 1
Calculate P(Male|Asian American).
Question 2
Is a business being black owned independent of gender? Use calculations like those we have done in examples to back up your claim.
Group of answer choices
Yes, because P(black) is equal to P(black|male).
Yes, because P(black) is not equal to P(black|male).
No, because P(black) is equal to P(black|male).
No, because P(black) is not equal to P(black|male).
Male | Female | Total | |
White | 2933198 | 855200 | 3788398 |
Asian American | 283538 | 126328 | 409866 |
Hispanic | 188130 | 67079 | 255209 |
Black | 60439 | 38609 | 99048 |
American Indian | 17557 | 7759 | 25316 |
Total | 3482862 | 1094975 | 4577837 |
1) P(Male|Asian American) = P(Male and Asian american) / P ( Asian american)
P(Male|Asian American) = (283538 / 4577837) / (409866 / 4577837)
P(Male|Asian American) = 283538 / 409866 = 0.6918
P(Male|Asian American) = 0.6918
2) No, because P(black) is not equal to P(black|male).
P(black) = 99048 / 4577837 = 0.0216
P(black/ male) = 60439 / 3482862 = 0.0174
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