A policy analyst would like to predict well-being from a set of seven predictor variables for a sample of 41 participants. A multiple linear regression analysis was conducted. Complete the following ANOVA summary table for the test of significance of the overall regression model. Except for the P-value, report all answers accurate to 3 decimal places; report the P-value accurate to 4 decimal places. Use a significance level of a 0.05. Source df MS F P.value Regression 25 Residual TOTAL 524 000

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A policy analyst would like to predict well-being from a set of seven predictor variables for a
sample of 41 participants. A multiple linear regression analysis was conducted. Complete the
following ANOVA summary table for the test of significance of the overall regression model.
Except for the P-value, report all answers accurate to 3 decimal places; report the P-value
accurate to 4 decimal places. Use a significance level of a = 0.05.
Source
df
MS
F
P-value
Regression
25
Residual
TOTAL
524
What is your decision for the hypothesis test?
O Reject the nulI hypothesis, Ho: B1 = B2 = ... = B7 = 0
O Fail to reject Ho
What is your final conclusion?
OThe evidence supports the claim that one or more of the regression coefficients is non-zero
OThe evidence supports the claim that all of the regression coefficients are zero
OThere is insufficient evidence to support the claim that at least one of the regression
coefficients is non-zero
OThere is insufficient evidence to support the claim that all of the regression coefficients are
equal to zero
00
Transcribed Image Text:A policy analyst would like to predict well-being from a set of seven predictor variables for a sample of 41 participants. A multiple linear regression analysis was conducted. Complete the following ANOVA summary table for the test of significance of the overall regression model. Except for the P-value, report all answers accurate to 3 decimal places; report the P-value accurate to 4 decimal places. Use a significance level of a = 0.05. Source df MS F P-value Regression 25 Residual TOTAL 524 What is your decision for the hypothesis test? O Reject the nulI hypothesis, Ho: B1 = B2 = ... = B7 = 0 O Fail to reject Ho What is your final conclusion? OThe evidence supports the claim that one or more of the regression coefficients is non-zero OThe evidence supports the claim that all of the regression coefficients are zero OThere is insufficient evidence to support the claim that at least one of the regression coefficients is non-zero OThere is insufficient evidence to support the claim that all of the regression coefficients are equal to zero 00
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