The following data are from a random sample of thirty cases from a study by Howell & Huessy (1981). The data represent the relationship between IQ scores on the Otis-Lennon Mental Abilities Test, administered while subjects were in fifth to eighth grade, and GPA in ninth grade. Subject IQ GPA 1 102 2.75 2 108 4.00 3 109 2.25 4 118 3.00 79 1.67 6 88 2.25 7 100 2.50 92 3.50 9. 131 3.75 10 83 2.75 11 115 4.00 12 92 2.23 13 95 3.00 14 90 2.50 15 106 2.75 16 85 2.75 17 95 2.75 18 97 2.67 19 93 2.00 20 81 2.00 21 111 3.00 22 95 1.50 23 106 3.75 24 83 .67 25 81 1.50 26 112 3.00 27 85 1.75 28 115 3.75 29 86 1.00 30 85 2.50 Is IQ related to GPA? If a student's IQ is 117, what GPA would you predict? How much of the variation in GPA is explained by IQ? What can you conclude based upon the standard error of the estimate?

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Regression Worksheet
The following data are from a random sample of thirty cases from a study by
Howell & Huessy (1981). The data represent the relationship between IQ scores
on the Otis-Lennon Mental Abilities Test, administered while subjects were in
fifth to eighth grade, and GPA in ninth grade.
Subject
IQ
GPA
1
102
2.75
2
108
4.00
3
109
2.25
4
118
3.00
79
1.67
6.
88
2.25
100
2.50
8
92
3.50
9
131
3.75
10
83
2.75
11
115
4.00
12
92
2.23
13
95
3.00
14
90
2.50
15
106
2.75
16
85
2.75
17
95
2.75
18
97
2.67
19
93
2.00
20
81
2.00
21
111
3.00
22
95
1.50
23
106
3.75
24
83
.67
25
81
1.50
26
112
3.0
27
85
1.75
28
115
3.75
29
86
1.00
30
85
2.50
Is IQ related to GPA?
If a student's IQ is 117, what GPA would
How much of the variation in GPA is explained by IQ?
What can you conclude based upon the standard error of the estimate?
you predict?
Transcribed Image Text:Regression Worksheet The following data are from a random sample of thirty cases from a study by Howell & Huessy (1981). The data represent the relationship between IQ scores on the Otis-Lennon Mental Abilities Test, administered while subjects were in fifth to eighth grade, and GPA in ninth grade. Subject IQ GPA 1 102 2.75 2 108 4.00 3 109 2.25 4 118 3.00 79 1.67 6. 88 2.25 100 2.50 8 92 3.50 9 131 3.75 10 83 2.75 11 115 4.00 12 92 2.23 13 95 3.00 14 90 2.50 15 106 2.75 16 85 2.75 17 95 2.75 18 97 2.67 19 93 2.00 20 81 2.00 21 111 3.00 22 95 1.50 23 106 3.75 24 83 .67 25 81 1.50 26 112 3.0 27 85 1.75 28 115 3.75 29 86 1.00 30 85 2.50 Is IQ related to GPA? If a student's IQ is 117, what GPA would How much of the variation in GPA is explained by IQ? What can you conclude based upon the standard error of the estimate? you predict?
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