Question

A sociologist studying New York City ethnic groups wants to determine if there is a difference...

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
12.4 8.3 20.2 17.1
9.9 17.1 16.2 8.3
10.6 19.7 22.2 14.8
8.9 10.5 5.2 21.7
16.2 19.3 19.7

(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)



(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--- Reject H0. Do not reject H0.
Within groups
Total
0 0
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Answer #1

The statistic software output for this problem is:

ANOVA table

Source DF SS MS F-Stat P-value
Columns 3 82.111368 27.370456 1.0035218 0.4184
Error 15 409.116 27.2744
Total 18 491.22737

SSTOT = 491.227

SSBT = 82.111

SSW =409.1116

dfBET = 3

dfW = 15

MSBET = 27.370

MSW = 27.274

F statistic = 1.004

(numerator) = 3
(denominator) = 15

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