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could you help me to check if this question is correct, how to calculate p value? Is p the correct answer?I think is not 0.

could you help me to check if this question is correct, how to calculate p value? Is p the correct answer?I think is not 0.

the question is as below

(3).Is there a multiple linear regression relationship between the total amount and several types of payment amounts? Formally test whether the set of these predictors are associated with prestige at the

?=0.05 level?

Make a fitted value, are there any outliers? Please remove the outliers and make a histogram for the residual outliers.

Create a scatterplot matrix between total. Amount and various other costs.

very urgent, thanks

image text in transcribedimage text in transcribed
Find the MLR model: Y =0.991x1+ 0.997x2+0.0188x3+0.985x4+0.986x5+ 1.163x6 + 1.894x7 + 0.0286+e- S To test whether there is significant relationship dependent variable and independent variables we generally use F-test of overall significant, from the anova table in the Rstudio from the R solution, we can get the table as below: df SS MS F. - Regression. 212,102 30,300.28. 1,860,054.02 - Residual- 491- 8. 0.01629. - Total 498 212,110. Test-statistic is F-statistics = Mean SS of regression/Mean SS of residual = 30,300.28/0.01629= 1,860,064.03. The F-statistics follow F-distribution with degrees of freedom(7,491) Computing the P-value from ANOVA: P(F21,860,064.02)-1-P(F anova(m) Analysis of Variance Table. Response: total.amount. Df Sum Sq Mean Sq F value Pr(>F) tip 1 90016 90016 5460173.9 Residual plot( fitted(m), axes = TRUE, frame.plot=TRUE, xlab="Fitted Values")

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