Question

In: Statistics and Probability

Race White All others Black Neonatal Mortalities 12164 6564 5920 75.10% 12.600% 12.30% You are interested...

Race
White All others Black
Neonatal Mortalities 12164 6564 5920
75.10% 12.600% 12.30%

You are interested in determining if neonatal mortality is equally likely across races in the United States. You know that at the time of analysis, the United States was composed of 75.1% white individuals, 12.3% black individuals, and 12.6% of other races and you can presume that births match these proportions. If neonatal mortality is not equally likely across all races, then determine which categories differ from other categories. Number of neonatal mortalities in 1999 by race are provided in the table above

*I will have to solve this using Excel. Specifically what should I do? What functions could I use? For the question, I have to

1. A null and alternative hypothesis stated, as appropriate and for each hypothesis tested. may involve several hypothesis tests.

2. Choose the most appropriate test. Explain how you have met the assumptions of the test or why the test is robust to violations of the assumptions.

3. State explicitly what test(s) you are using.

4. If you fail to reject the null hypothesis, calculate the power of the test.

Solutions

Expert Solution

1)

Null hypothesis : p1 = p2 = p3

Alternate hypothesis : all proportions are not equal

2)

We can test this by chi-square test of independence

For getting actual frequency

formulas

All expected frequencies are greater than 5, hence assumptions are satisfied

3)

Now we can conduct hypothesis

You can just copy paste below

formulas

c1 c2 c3 sum
r1 9135.164 827.064 728.16 =(C2+D2+E2)
r2 3028.836 5736.936 5191.84 =(C3+D3+E3)
sum =(C2+C3) =(D2+D3) =(E2+E3) =(F2+F3)
Eij 1 2 3
expected 1 =(F2*C5)/F5 =(F2*D5)/F5 =(F2*E5)/F5
2 =(F3*C5)/F5 =(F3*D5)/F5 =(F3*E5)/F5
Oi =C2 =D2 =E2 =C3 =D3 =E3
Ei =(C5*F2)/F5 =(D5*F2)/F5 =(E5*F2)/F5 =(C5*F3)/F5 =(D5*F3)/F5 =(E5*F3)/F5
sum
(Oi-Ei)^2/Ei =(C10-C11)^2/C11 =(D10-D11)^2/D11 =(E10-E11)^2/E11 =(F10-F11)^2/F11 =(G10-G11)^2/G11 =(H10-H11)^2/H11 =SUM(C13:H13)
alpha 0.05
critical value =CHISQ.INV(1-I15,2)
p-value =CHISQ.DIST.RT(I13,2)

4)

p-value = 0.000 < alpha (0.05)

hence we reject the null hypothesis


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