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Consider the following data for a dependent variable y and two independent variables, x1 and x2.
x1 |
x2 |
y |
---|---|---|
30 | 12 | 95 |
47 | 10 | 108 |
25 | 17 | 112 |
51 | 16 | 178 |
40 | 5 | 94 |
51 | 19 | 175 |
74 | 7 | 170 |
36 | 12 | 117 |
59 | 13 | 142 |
76 | 16 | 211 |
The estimated regression equation for these data is
ŷ = −17.85 + 2.00x1 + 4.73x2.
Here, SST = 15,091.6, SSR = 13,969.7,
sb1 = 0.2462, and sb2 = 0.9447.
(a) Test for a significant relationship among x1, x2, and y. Use α = 0.05.
Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to three decimal places.)
(b) Is β1 significant? Use α = 0.05.
Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to three decimal places.)
(c) Is β2 significant? Use α = 0.05
Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to three decimal places.)
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