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Chapter 6: How Can I Miss You If You Won’t Leave? Regression Model Selection
The Virginia Polytechnic Institute did a study to try to estimate the distance 105
of a punt in football (something Ohio State fans aren’t familiar with). Possible
variables they thought may be related to the distance of a punt included the
following:
✓ Hang time (time in the air, in seconds)
✓ Right leg strength (measured in pounds of force)
✓ Left leg strength (in pounds of force)
✓ Right leg flexibility (in degrees)
✓ Left leg flexibility (in degrees)
✓ Overall leg strength (in pounds)
The data collected on a sample of 13 punts (by right-footed punters) is
shown in Table 6-1.
Table 6-1 Data Collected for Punt Distance Study
Distance Hang Right Left Leg Right Leg Left Leg Overall
(In Feet) Time Leg Strength Flexibility Flexibility Leg
Strength Strength
162.50 4.75 170 170 106 106 240.57
144.00 4.07 140 130 92 93 195.49
147.50 4.04 180 170 93 78 152.99
163.50 4.18 160 160 103 93 197.09
192.00 4.35 170 150 104 93 266.56
171.75 4.16 150 150 101 87 260.56
162.00 4.43 170 180 108 106 219.25
104.93 3.20 110 110 86 92 132.68
105.67 3.02 120 110 90 86 130.24
117.59 3.64 130 120 85 80 205.88
140.25 3.68 120 140 89 83 153.92
150.17 3.60 140 130 92 94 154.64
165.17 3.85 160 150 95 95 240.57
7/23/09 9:27:03 PM
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11_466469-ch06.indd 105 7/23/09 9:27:03 PM