A sociologist studying New York City ethnic groups wants to determine if there is a difference in income for immigrants from four different countries during their first year in the city. She obtained the data in the following table from a random sample of immigrants from these countries (incomes in thousands of dollars). Use a 0.05 level of significance to test the claim that there is no difference in the earnings of immigrants from the four different countries.
Country I | Country II | Country III | Country IV |
12.1 | 8.3 | 20.7 | 17.9 |
9.3 | 17.2 | 16.2 | 8.3 |
10.8 | 19.7 | 22.8 | 14.7 |
8.3 | 10.2 | 5.8 | 21.5 |
16.5 | 19.2 | 19.4 |
(b) Find SSTOT,
SSBET, and
SSW and check that
SSTOT =
SSBET +
SSW. (Round your answers to three
decimal places.)
SSTOT | = | |
SSBET | = | |
SSW | = |
Find d.f.BET,
d.f.W,
MSBET, and
MSW. (Round your answer to three
decimal places for MSBET and
MSW.)
dfBET | = | |
dfW | = | |
MSBET | = | |
MSW | = |
Find the value of the sample F statistic. (Round your
answer to three decimal places.)
What are the degrees of freedom?
(numerator) | |
(denominator) |
(c) Find the P-value of the sample test statistic.
P-value > 0.1000.050 < P-value < 0.100 0.025 < P-value < 0.0500.010 < P-value < 0.0250.001 < P-value < 0.010P-value < 0.001
(f) Make a summary table for your ANOVA test.
Source of Variation |
Sum of Squares |
Degrees of Freedom |
MS | F Ratio |
P Value | Test Decision |
Between groups | ---Select--- p-value > 0.100 0.050 < p-value < 0.100 0.025 < p-value < 0.050 0.010 < p-value < 0.025 0.001 < p-value < 0.010 p-value < 0.001 | ---Select--- Do not reject H0. Reject H0. | ||||
Within groups | ||||||
Total |
b)
SSTOT | = | 510.632 |
SSBET | = | 96.198 |
SSW | = | 414.434 |
dfBET | = | 3 |
dfW | = | 15 |
MSBET | = | 32.066 |
MSW | = | 27.629 |
value of the sample F statistic =1.161
degrees of freedom (numerator)=3
degrees of freedom (Denominator)=15
c)
P-value > 0.100
f)
Source of Variation | SS | df | MS | F | P-value | test devision |
Between Groups | 96.198 | 3 | 32.066 | 1.161 | 0.3574 | Do not reject Ho |
Within Groups | 414.434 | 15 | 27.629 | |||
Total | 510.632 | 18 |
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