Do various occupational groups differ in their diets? A British study of this question compared 89 drivers and 61 conductors of London double-decker buses. The conductors' jobs require more physical activity. The article reporting the study gives the data as "Mean daily consumption ± (se)." Some of the study results appear below.
Drivers | Conductors | |
---|---|---|
Total calories | 2815 ± 42 | 2845 ± 48 |
Alcohol (grams) | 0.24 ± 0.08 | 0.4 ± 0.09 |
What justifies the use of the pooled two-sample t test?
The similarity of the sample standard deviations suggests that the population standard deviations are likely to be different.
The similarity of the sample standard deviations suggests that the population standard deviations are likely to be similar.
The similarity of the sample means suggests that the population standard deviations are likely to be different.
The similarity of the sample means suggests that the population standard deviations are likely to be similar.
Is there significant evidence at the 5% level that conductors
consume more calories per day than do drivers? Use the pooled
two-sample t test to obtain the P-value. (Give
answers to 3 decimal places.)
t = | |
df = | |
P-value = |
(a)
Correct option:
The similarity of the sample standard deviations suggests that the population standard deviations are likely to be similar.
(b)
Test statistic is given by:
t = (2815 - 2845)/7.4027
= - 4.053
df = n1 + n2 - 2 = 89 + 61 - 2 = 148
By Technology, P - Value = 0.000
So,
Answers are:
t = | - 4.053 |
df = | 148 |
P - value | 0.000 |
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