The data in the accompanying table represent the rate of return of a certain company stock for 11 months, compared with the rate of return of a certain index of 500 stocks. Both are in percent. Complete parts (a) through (d) below.E Click the icon to view the data table.(a) Treating the rate of return of the index as the explanatory variable, x, use technology to determine the estimates of ßn and B,.The estimate of ßo isO.(Round to four decimal places as needed.)The estimate of B, is(Round to four decimal places as needed.)(b) Assuming the residuals are normally distributed, test whether a linear relation exists between the rate of return of the index, x, and the rate of return for the companv stock v at the a=0 10 level of significance Choose theanswer below.O Rate of Return- XState the null and alternative hypotheses.O A. Ho: Po =0H,: Bo #0MonthRates of return of the Rates of return of the eindex, x4.23company stock, y3.38O B. Ho: Po = 0H;: Po 0Apr-18May-183.255.09- 1.78- 3.20Jun-180.54OC. Ho: B1 =0H;: B, #0Jul-18Aug-18Sept-18Oct-18Nov-18Dec-18Jan-19Feb-192.882.691.293.587.41O D. Ho: P1 =0H;: P, 0- 4.83- 2.381.48- 4.40- 0.86- 6.122.37- 4.27- 3.77Determine the P-value for this hypothesis test.- 3.48P-value =D (Round to three decimal places as needed.)State the appropriate conclusion at the a = 0.10 level of significance. Choose the correct answer below.PrintDoneO A. Reject H.. There is sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stock.O B. Do not reject H,. There is sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stock.OC. Do not reject Hp. There is not sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stockO D. Reject H.. There is not sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stock. (c) Assuming the residuals are normally distributed, construct a 90% confidence interval for the slope of the true least-squares regression line.| (Round to four decimal places as needed.)Upper bound: O (Round to four decimal places as needed.)Lower bound:(d) What is the mean rate of return for the company stock if the rate of return of the index is 3.45%?The mean rate of return for the company stock if the rate of return of the index is 3.45% is %.(Round to three decimal places as needed.)

Question

The data in the accompanying table represent the rate of return of a certain company stock for 11 months, compared with the rate of return of a certain index of 500 stocks. Both are in percent. Complete parts (a) through (d) below.E Click the icon to view the data table.(a) Treating the rate of return of the index as the explanatory variable, x, use technology to determine the estimates of ßn and B,.The estimate of ßo isO.(Round to four decimal places as needed.)The estimate of B, is(Round to four decimal places as needed.)(b) Assuming the residuals are normally distributed, test whether a linear relation exists between the rate of return of the index, x, and the rate of return for the companv stock v at the a=0 10 level of significance Choose theanswer below.O Rate of Return- XState the null and alternative hypotheses.O A. Ho: Po =0H,: Bo #0MonthRates of return of the Rates of return of the eindex, x4.23company stock, y3.38O B. Ho: Po = 0H;: Po >0Apr-18May-183.255.09- 1.78- 3.20Jun-180.54OC. Ho: B1 =0H;: B, #0Jul-18Aug-18Sept-18Oct-18Nov-18Dec-18Jan-19Feb-192.882.691.293.587.41O D. Ho: P1 =0H;: P, > 0- 4.83- 2.381.48- 4.40- 0.86- 6.122.37- 4.27- 3.77Determine the P-value for this hypothesis test.- 3.48P-value =D (Round to three decimal places as needed.)State the appropriate conclusion at the a = 0.10 level of significance. Choose the correct answer below.PrintDoneO A. Reject H.. There is sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stock.O B. Do not reject H,. There is sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stock.OC. Do not reject Hp. There is not sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stockO D. Reject H.. There is not sufficient evidence to conclude that a linear relation exists between the rate of return of the index and the rate of return of the company stock. (c) Assuming the residuals are normally distributed, construct a 90% confidence interval for the slope of the true least-squares regression line.| (Round to four decimal places as needed.)Upper bound: O (Round to four decimal places as needed.)Lower bound:(d) What is the mean rate of return for the company stock if the rate of return of the index is 3.45%?The mean rate of return for the company stock if the rate of return of the index is 3.45% is %.(Round to three decimal places as needed.)

Accepted Answer

Regression analysis is done with the help of EXCEL software.
The procedure is as follows.

Enter the…