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Question 7

Homework: Module 12 - Multiple Regression Save Score: 0 of 1 pt 7 of 22 (18 complete) HW Score: 76.46%, 16.82 of 22 pts Instructor-created question Question Help The ANOVA summary table to the right is for a multiple regression model with seven independent variables. Complete the Degrees of Sum of questions Source Freedom Squares Regression 280 Error 24 140 Total 31 420 The overall STAT Lest Stausuc = 0.60 b. Determine whether there is a significant relationship between Y and the seven independent variables at the 0.05 level of significance. State the null and alternative hypotheses. Choose the correct hypotheses below. O A. HO- B1 = B2 = . . . = $7=0 OB. HO: B1 = P2 # . . . = P7#0 H1: At least one Bj # 0, for j = 1, 2, ..., 7 H1: At least one Bj = 0, for j = 1, 2, ..., 7 O C. Ho: By # B2 # . . . = By # 0 OD. Ho: B1 = B2 = . . . = By = 0 Hy: By = P2 = . . . = By = 0 Hy : By = P2 # . . . = By # 0 The p-value is found to be 0.000. Draw a conclusion. Choose the correct answer below. O A. There is insufficient evidence of a significant linear relationship with at least one of the independent variables because the test statistic is less than the critical value. O B. There is insufficient evidence of a significant linear relationship with at least one of the independent variables because the test statistic is greater than the critical value. O C. There is sufficient evidence of a significant linear relationship with at least one of the independent variables because the p-value is less than the level of significance O D. There is sufficient evidence of a significant linear relationship with at least one of the independent variables because the test statistic is greater than the level of significance.Homework: Module 12 - Multiple Regression Save Score: 0 of 1 pt 7 of 22 (18 complete) HW Score: 76.46%, 16.82 of 22 pts Instructor-created question Question Help The ANOVA summary table to the right is for a multiple regression model with seven independent variables. Complete the Degrees of Sum of questions. Source Freedom Squares Regression 280 Error 24 140 Total 31 420 a. Determine the regression mean square (MSR) and the mean square error (MSE). MSR = (Round to four decimal places as needed.) MSE = (Round to four decimal places as needed.) The overall FSTAT test statistic = 6.86. b. Determine whether there is a significant relationship between Y and the seven independent variables at the 0.05 level of significance. State the null and alternative hypotheses. Choose the correct hypotheses below. O A. HO- B1 = B2 = . . . = $7=0 OB. HO: B1 = P2 # . . . = P7#0 Hy: At least one Bj # 0, for j = 1, 2, ..., 7 Hy: At least one Bj = 0, for j = 1, 2, ..., 7 O C. Ho By # B2 # . . . = By # 0 OD. HO: By = P2 = . . . = By =0 Hy : By = B2 = . . . = B7= 0 Hy : By = P2 # . . . = By # 0 The p-value is found to be 0.000. Draw a conclusion. Choose the correct answer below. O A. There is insufficient evidence of a significant linear relationship with at least one of the independent variables because the test statistic is less than the critical value