Use data in BUSI1013 Credit Card Balance.xlsx to complete the following. You will need to use...

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Statistics

  1. Use data in BUSI1013 Credit Card Balance.xlsx to complete thefollowing. You will need to use a statistical package such asStatTools or the Regression program within Excel’s Data AnalysisAdd-in to generate the estimated regression equation and the ANOVAetc. (12 points)
    What is the estimated regression equation using Account Balance asthe dependent variable, and Income, Years of Education, as well asSize of Household as the independent variable?
  2. a.Comment on the goodness of fit of the model using thecoefficient of determination.
  3. b.Conduct an F test with the critical value approach to seewhether the overall model is significant. Use ? = 0.01.
  4. c.Perform a t test with p-value approach for the significanceof the Income variable. Use ? = 0.05.
  5. d.Perform a t test with the p-value approach for thesignificance of the Size of Household variable. Use ? = 0.05.
  6. e.Estimate the Account Balance of a customer who has an incomeof $62 thousand, 14 years of education, and a household size of3.
AccountBalanceIncomeYears ofEducationSize ofHousehold
897663122
830837142
1002852162
1125664154
986947172
1019474152
870649122
955758142
1056570163
943469113
968725183
949057151
880646143
956148162
1175780153
940666142
1115046153
767128122
880353131
957152152
956677123
788532143
977355111
912152152
929843143
1028565152
780138121
932352142
864336163
1246685152
944764142
1072786152
924357153
931168122
1103374143
1172182162
872724153
843837153
831755122
861750141
905239163
1088973153
776626141
918947152

Answer & Explanation Solved by verified expert
4.0 Ratings (666 Votes)
Following is the output of regression analysis SUMMARY OUTPUT Regression Statistics Multiple R 0878541582 R Square 0771835311 Adjusted R Square 075472296 Standard Error 5526878046 Observations 44 ANOVA df SS MS F Significance F Regression 3 4133290842 1377763614 451039885 66487E13 Residual 40 1221855237    See Answer
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