Question: Consider the following data for a dependent variable y and two independent variables x 1 and x 2 . x 1 x 2 y 30
Consider the following data for a dependent variable y and two independent variables x1 and x2.
x1 | x2 | y |
|---|---|---|
| 30 | 12 | 92 |
| 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
= 19.41 + 2.02x1 + 4.75x2.
Here, SST = 15,370.9, SSR = 14,218.0, sb1 = 0.2495, and sb2 = 0.9577.
(a)Test for a significant relationship among x1, x2, and y.
Use = 0.05.State the null and alternative hypotheses.
H0: 1 < 2 Ha: 1 2
H0: 1 0 and 2 0 Ha: One or more of the parameters is equal to zero.
H0: 1 0 and 2 = 0 Ha: 1 = 0 and 2 0
H0: 1 > 2 Ha: 1 2
H0: 1 = 2 = 0 Ha: One or more of the parameters is not equal to zero.
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.)
p-value =
State your conclusion.
Do not reject H0. There is insufficient evidence to conclude that there is a significant relationship among the variables.
Reject H0. There is insufficient evidence to conclude that there is a significant relationship among the variables.
Do not reject H0. There is sufficient evidence to conclude that there is a significant relationship among the variables.
Reject H0. There is sufficient evidence to conclude that there is a significant relationship among the variables.
(b)Is 1 significant? Use = 0.05.
State the null and alternative hypotheses.
H0: 1 = 0 Ha: 1 > 0
H0: 1 = 0 Ha: 1 0
H0: 1 0 Ha: 1 = 0
H0: 1 > 0 Ha: 1 0
H0: 1 < 0 Ha: 1 0
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.)
p-value =
State your conclusion.
Reject H0. There is sufficient evidence to conclude that 1 is significant.
Do not reject H0. There is insufficient evidence to conclude that 1 is significant.
Do not reject H0. There is sufficient evidence to conclude that 1 is significant.
Reject H0. There is insufficient evidence to conclude that 1 is significant.
(c)Is 2 significant? Use = 0.05.
State the null and alternative hypotheses.
H0: 2 > 0 Ha: 2 0
H0: 2 = 0 Ha: 2 > 0
H0: 2 = 0 Ha: 2 0
H0: 2 < 0 Ha: 2 0
H0: 2 0 Ha: 2 = 0
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.)
p-value =
State your conclusion.
Reject H0. There is sufficient evidence to conclude that 2 is significant.
Do not reject H0. There is insufficient evidence to conclude that 2 is significant.
Reject H0. There is insufficient evidence to conclude that 2 is significant.
Do not reject H0. There is sufficient evidence to conclude that 2 is significant.
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