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The accompanying data represent the annual rates of return of two companies' stock for the past 12 years. Complete parts (a) through (k). (a) Draw
The accompanying data represent the annual rates of return of two companies' stock for the past 12 years. Complete parts (a) through (k). (a) Draw a scatter diagram of the data treating the rate of return of Company 1 as the explanatory variable. Choose the correct graph below. O A. O B. 0.50 0.30- RR of Company 1 RR of Company 1 0.00- 0.00- -0.50- -0.30- -0.3 0.0 0.3 -0.5 0.0 0.5 RR of Company 2 RR of Company 2 O C. OD. 0.50 0.50- RR of Company 2 RR of Company 2 0.00- 0.00- -0.50- -0.50- -0.3 0.0 0.3 -0.3 0.0 0.3 RR of Company 1 RR of Company 1 (b) Determine the correlation coefficient between rate of return of Company 1 and Company 2. The correlation coefficient is. (Round to three decimal places as needed.) (c) Based on the scatter diagram and correlation coefficient, is there a linear relation between rate of return of Company 1 and Company 2? O Yes O NoThe accompanying data represent the annual rates of return of two companies' stock for the past 12 years. Complete parts (a) through (k). (d) Find the least-squares regression line treating the rate of return of Company 1 as the explanatory variable. y= [x+ 0 (Round to four decimal places as needed.) (e) Predict the rate of return of Company 2 if the rate of return of Company 1 is 0.1 (10%). The rate of return of Company 2 will be (Round to four decimal places as needed.) (f) If the actual rate of return for Company 2 was 12.5% when the rate of return of Company 1 was 10%, was the performance of Company 2 above or below average among all years the returns of Company 1 were 10%? Below average O Above average (g) Interpret the slope. For each percentage point increase in the rate of return for Company 1, the rate of return of Company 2 will by about percentage points, on average. (Round to two decimal places as needed.) (h) Interpret the y-intercept. O A. The y-intercept indicates that the rate of return for Company 2 will be when the rate of return for Company 1 is 0. (Round to four decimal places as needed.) O B. The y-intercept indicates that the rate of return for Company 1 will be when the rate of return for Company 2 is 0. (Round to four decimal places as needed.) O C. There is no meaningful interpretation for the intercept.(i) What proportion of the variability in the rate of return of Company 2 is explained by the variability in the rate of return of Company 1? The proportion of the variability is%. (Round to one decimal place as needed.) (j) Plot residuals against the rate of return of Company 1. Choose the correct graph below. O A. OB. 0.20- 0.30- Residual 0.10- Residual 0.20- 0.00- -0.3 0.0 0.3 0.10- -0.3 RR of Company 1 0.0 0.3 RR of Company 1 O C. 0.15- O OD. 0.25- 0.00- Residual Residual 0.00- -0.25- -0.3 0.0 0.3 -0.15- -0.3 0.0 0.3 RR of Company 1 RR of Company 1Critical Values of the Correlation Coefficient Critical Values for Correlation Coefficient n 3 0.997 4 0.950 5 0.878 6 0.811 7 0.754 - X e. Choo 8 0.707 Data Table 9 0.666 10 0.632 11 0.602 12 0.576 13 0.553 Year Rate of Return of Company Rate of Return of Company 14 0.532 2 15 0.514 2007 0.203 0.402 16 0.497 2008 0.310 0.510 17 0.482 2009 0.267 0.410 18 0.468 19 0.456 2010 0.195 0.426 20 0.444 2011 -0.101 -0.060 21 0.433 2012 -0.130 - 0.161 22 0.423 2013 - 0.234 -0.377 23 0.413 2014 0.264 0.328 24 0.404 2015 0.090 0.207 25 0.396 26 0.388 2016 0.030 - 0.014 27 0.381 2017 0.128 0.113 28 0.374 2018 -0.035 0.027 29 0.367 30 0 361 Print Done m of Co Print DoneDoes the residual plot confirm that the relation between the rate of return of Company 1 and Company 2 is linear? No O Yes (k) Are there any years where the rate of return of Company 2 was unusual? O Yes O No
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