The following table shows scores on the first quiz (maximum score 10 points) for eighth-grade students in an introductory level French course. The instructor grouped the students in the course as follows: - Group 1: Never studied foreign language before but have good English skills - Group 2: Never studied foreign language before and have poor English skills Group 3: Studied at least one other foreign language -

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The following table shows scores on the first quiz (maximum score 10 points) for eighth-grade students in
an introductory level French course. The instructor grouped the students in the course as follows:
- Group 1: Never studied foreign language before but have good English skills
- Group 2: Never studied foreign language before and have poor English skills
- Group 3: Studied at least one other foreign language
French scores on the quiz
Group 1
Group 2 Grouр 3
4
1
9
5
10
8
5
Mean
6.0
3.0
8.0
Std. Dev. 2.000 2.828 2.646
Source
DF
MS
F
P
Group
2
30.00
15.00
2.50
0.177
Error
5
30.00
6.00
Total
7
60.00
a) Defining notation and using results obtained with software, also shown in the table, report the five steps
of the ANOVA test.
b) The sample means are quite different, but the P-value is not small. Name one important reason for this.
(Hint: For given sample means, how do the results of the test depend on the sample sizes?)
c) Was this an experimental study, or an observational study? Explain how a lurking variable could be
responsible for Group 3 having a larger mean than the others. (Thus, even if the P-value were small, it is
inappropriate to assume that having studied at least one foreign language causes one to perform better
on this quiz.)
Transcribed Image Text:The following table shows scores on the first quiz (maximum score 10 points) for eighth-grade students in an introductory level French course. The instructor grouped the students in the course as follows: - Group 1: Never studied foreign language before but have good English skills - Group 2: Never studied foreign language before and have poor English skills - Group 3: Studied at least one other foreign language French scores on the quiz Group 1 Group 2 Grouр 3 4 1 9 5 10 8 5 Mean 6.0 3.0 8.0 Std. Dev. 2.000 2.828 2.646 Source DF MS F P Group 2 30.00 15.00 2.50 0.177 Error 5 30.00 6.00 Total 7 60.00 a) Defining notation and using results obtained with software, also shown in the table, report the five steps of the ANOVA test. b) The sample means are quite different, but the P-value is not small. Name one important reason for this. (Hint: For given sample means, how do the results of the test depend on the sample sizes?) c) Was this an experimental study, or an observational study? Explain how a lurking variable could be responsible for Group 3 having a larger mean than the others. (Thus, even if the P-value were small, it is inappropriate to assume that having studied at least one foreign language causes one to perform better on this quiz.)
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