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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