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Start time: _______ End
time: _______ |
Name: ___________________________ |
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Or, record
elapsed time in minutes: __________ |
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Part V: LSRL Significance Test (32 points) |
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13. |
In 1995, a sample of top
male biathletes showed the following data for treadmill time to reach maximum
heart rate versus time needed to ski 20 km. All times are in minutes. |
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Treadmill |
Ski |
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7.7 |
71.0 |
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8.4 |
71.4 |
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8.7 |
65.0 |
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9.0 |
68.7 |
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9.6 |
64.4 |
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9.6 |
69.4 |
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10.0 |
63.0 |
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10.2 |
64.6 |
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10.4 |
66.9 |
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11.0 |
62.6 |
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11.7 |
61.7 |
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Here is some computer
output related to the data set, with two values blacked out: |
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The regression equation is |
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Predictor |
Coef |
Stdev |
t-ratio |
p |
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Constant |
88.796 |
●●●●●● |
15.44 |
0.000 |
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tread |
−2.3335 |
●●●●●● |
−3.95 |
0.003 |
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s =
2.188 R-sq =
63.4% R-sq(adj)
= 59.3% |
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Analysis of Variance |
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Source |
DF |
SS |
MS |
F |
p |
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Regression |
1 |
74.630 |
74.630 |
15.58 |
0.003 |
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Error |
9 |
43.097 |
4.789 |
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Total |
10 |
117.727 |
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(a) |
State the value of the
slope: _____________ |
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(b) |
Interpret your answer to
part (a) in the context of this problem. |
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________________________________________________________________________ |
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(c) |
Compute a 90% confidence
interval for the true value (population value) of the slope. Do not check
assumptions here, since you will be doing that in part (d) anyway. Show work.
If you need one of the blacked-out values, you can obtain it for a point if
you raise your hand. |
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(d) |
Is there evidence that the
true population slope is negative? Use |
BONUS |
(1 point) Explain briefly
why, in part (d), the true population slope is negative if and only if the
true population r-value (what we call |
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