The following table shows the hot dogs bought from a street vendor over the course of eight days ("Demand"). Also shown is the temperature for each day in degrees Celsius.
Temperature (°C) |
22 |
9 |
22 |
18 |
6 |
10 |
19 |
21 |
|
---|---|---|---|---|---|---|---|---|---|
Demand |
49 |
30 |
36 |
40 |
18 |
22 |
42 |
32 |
A linear regression on the data gives the equation below. Complete parts a through d below.
Predicted Demand
a. Calculate the SST.
b. Partition the total sum of squares into the SSR and SSE.
SSE=
SSR=
c. Calculate the sample coefficient of determination.
R^2=
d. Test the significance of the population coefficient of determination using α=
Determine the null and alternative hypotheses. Choose the correct answer below.
Calculate the test statistic.
F=
Determine the p-value.
Determine the correct conclusion.
a)
SST= 747.8750
SSE =238.3264
SSR =509.5486
c)
R2 =0.6813
d)
test statistic F=12.83
p value =0.0372
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