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QUESTION 8 Use the Financial database from Excel Databases.xls on Blackboard. Use Total Revenues, Total Assets, Return on Equity, Earnings Per Share, Average Yield, and Dividends Per Share to predict the average P/E ratio for a company. Use Excel to develop the multiple linear regression model Is the overall model significant at a 5% level of significance? Support your answer using the p-value O Yes, the pvalue 0.00000396 is less than the 5% level of significance. O No, the pvalue 0.00000396 is less than the 5% level of significance. O No, the pvalue 0.003 141 is less than the 5% level of significance. O Yes, the pvalue 0.003141 is less than the 5% level of significance.
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Type Total Re Total As Return c Earning: Average Dividen Average P/E Ratio 6 7251 29454 17.1 2.08 4 14690 5219 214 208 6 20106 80918 20.1 3.56 7 8340 7935 0.9 0.22 1.6 0.63 115 19 SUMMARY OUTPUT Albertsons Allstate Amerada Hess American General American Stores .2 0.08 7.1 2.19 0.6 698.3 Multiple R 0.43278 3362536167 0.1873 4 19139 8536 12.2 101 7 36287 32489 16.7 2.76 2 3995 4116 7 14319 7777 7 19272 25322 21.8 541 5 1916 2773 5 6138 8707 11.5 106 5 16701 14977 44.4 3.14 1.4 0.34 23.5 Adjusted RS 0.13486 Standard Err 69.0421 Observation 11A 2.3 2.83 Arco Chemical Ashland Atlantic Richfield Bausch & Lomb Baxter International Bristol-Myers Squibb Burlington Coat Central Maine Power 9526 3.8 2.3 11 3.8 2.83 2.6 1.04 113 3.8 ANOVA 2.3 1.13 2 1.52 Regression Residual Total 6 102167 17027.84417 93 443314 4766.818289 9 545481 3.572161374 0.003141457 12.9 954 2299 24 0.16 41950 35473 18.6 4.95 6 14935 10819913.7 4.88 3 4353 8858 13.3159 3 2.28 95.0% 3.95891E-06 55.06675054 129.986266155.06675054 129.986266 Erm t Stot Lower 95% r 95% Lower 95.0 CIGNA Cinerey Dayton Hudson DillardS Dominion Resources Dow Chemical DPL E. I. DuPont DeNemo Eastman Chemical Edison International Engelhard pt 92.52518.8638 4.904978542 Intercept Total Revenı一0.00026 0.00047-Q54838237 0.584743401-0.001184748 0.000672003-0001184748 0.000672 Total Assets 9.9E-05 0.00017 0.579552833 0.563617523 -0.000241085 0.0004398 0.000241085 0.0004398 Return on Ec -0.1618 0.30532-0.5299463 0.597412125 -0.768105103 0.444500003 0.768105103 Eanings per-29.8044 6.9796-4.27021743 Average Yiel -18.5892 6.31021 2.94589899 0.004068909 31.12006086-6.0584134431.1060866.0584134 Dividends pi 58.0295 18.9344 3.064759192 224 21151 5592 19 1 31 1 27757 14191 1 6817 37678 20193 2 20018 24040 23.6 3 1356 3585 13.9 2 46653 42942 213 2.08 2 4678 5778 16.3 3.63 3 9235 25101 12.3 173 2 3631 2586 9.2 2.31 7.9 215 6.8 2.58 3.6 3.24 5.3 0.91 2.1 1.23 4.7058E-05-43.66450101-15.9443033-43.66450101 -15.944303 0.002850874 20.42945042 95.6295288520 42945042 95.6295289 16 6.1 0.33 618Using Excel Output:

P-value is (Significance F) is 0.003141 which is less the 0.05 so we reject the null hypothesis.

Last option is correct. Yes , the p-value 0.003141 is less than 5% lecel of significant.

Hope this will be helpful. Thanjs and God Bless You :)

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Excel Data: https://drive.google.com/file/d/1TQG5r2wzLGk--75whZXyb0SDTHZTWS0S/view?usp=sharing QUESTION 8 Use the Financial database from "Excel Databases.xls" on Blackboard. Use Total...
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