A graphing calculator is recommended.
A grassroots group opposed to a proposed increase in the gas tax
claimed that the increase would hurt working-class people the most,
since they commute the farthest to work. Suppose that the group
randomly surveyed 24 individuals and asked them their daily one-way
commuting mileage. The results are below. Using a 5% significance
level, test the hypothesis that the three mean commuting mileages
are the same. (Let 1 = Working-class, 2 = Professional (middle
incomes), and 3 = Professional (wealthy).)
Working-class | Professional (middle incomes) | Professional (wealthy) |
---|---|---|
17.7 | 15.7 | 8.4 |
26.4 | 16.8 | 6.1 |
49.1 | 21.2 | 4.2 |
8.7 | 7.1 | 12.0 |
64.6 | 8.7 | 10.6 |
46.3 | 2.0 | 28.1 |
19.3 | 6.0 | 14.9 |
50.7 | 13.1 | 9.0 |
A) Enter an exact number as an integer, fraction, or
decimal.
df(num) =
df(denom) =
B) State the distribution to use for the test.
C) What is the test statistic? (Round your answer to two decimal places.)
D) What is the p-value? (Round your answer to four decimal places.)
E) Alpha (Enter an exact number as an integer, fraction, or
decimal.)
α =
Output using excel:
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Working-class | 8 | 282.8 | 35.35 | 394.2286 | ||
Professional (middle) | 8 | 90.6 | 11.325 | 41.405 | ||
Professional (wealthy) | 8 | 93.3 | 11.6625 | 55.18268 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 3035.766 | 2 | 1517.883 | 9.277706 | 0.001296 | 3.4668 |
Within Groups | 3435.714 | 21 | 163.6054 | |||
Total | 6471.48 | 23 |
A)
df(num) = 2
df(denom) = 21
B) Distribution to use for the test: one way Anova
C) Test statistic:
F = 9.28
D) p-value:
p-value = F.DIST.RT(9.2777, 2, 21) = 0.0013
E) Alpha, α = 0.05
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