The accompanying data represent the annual rates of return of two companies' stock for the past 12 years. Complete parts (a) through (k). Click here to view the data table. Click here to view the table of critical values of the correlation coefficient. (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. OA. OB. OC. 0.30+ 0.00 -0.30- -0.5 0.0 0.0 0.50- 0.00 -0.50 0.5 RR of Company 2 -0.3 0.0 0.3 RR of Company 1 Q Q (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.) Screen Shot 2023-04-09 at... Q Q OD. 0.50+ 0.00- -0.50 -0.3 0.0 0.50 0.00- -0.50 0:3 RR of Company 1 -0.3 0.0 0.3 RR of Company 2 c) Based on the scatter diagram and correlation coefficient, is there a linear relation between rate of return of Company 1 and Company 2? No Yes Q Q (h) Interpret the y-intercept. OA. 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.) OB. There is no meaningful interpretation for the intercept. OC. 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.) (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.) (1) Plot residuals against the rate of return of Company 1. Choose the correct graph below. О OC A. 0.15+ 020 0.00+ -0.25 -0.3 0.0 0.3 RR of Company Q Q G Screen Shot 202... OD 010 00 O B. 0.25 A 0.00 -0.15 ". -0.3 0.0 0.3 RR of Company 1 Q G Screen Sh 2023-0....31.

MATLAB: An Introduction with Applications
6th Edition
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Author:Amos Gilat
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Data Table
Year
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
Rate of Return of Company Rate of Return of Company
1
2
0.203
0.402
0.310
0.510
0.267
0.410
0.195
0.436
- 0.101
-0.060
-0.130
- 0.161
- 0.234
-0.357
0.264
0.308
0.207
0.090
0.030
-0.014
0.128
0.093
-0.035
0.027
Print
Done
Critical Values of the Correlation Coefficient
Critical Values for Correlation Coefficient
V
n
3
4
5
6
7
Screen Shot 202...
Q
Critical Values of the Correlation Coefficient
0.997
0.950
0.878
0.811
0.754
7
0.754
8 0.707
9
0.666
10 0.632
11 0.602
12 0.576
13 0.553
14 0.532
15 0.514
16 0.497
17 0.482
18 0.468
19 0.456
20 0.444
21 0.433
22 0.423
23 0.413
24 0.404
25 0.396
26 0.388
27 0.381
28 0.374
29 0.367
30 0.361
n
Transcribed Image Text:Data Table Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 Rate of Return of Company Rate of Return of Company 1 2 0.203 0.402 0.310 0.510 0.267 0.410 0.195 0.436 - 0.101 -0.060 -0.130 - 0.161 - 0.234 -0.357 0.264 0.308 0.207 0.090 0.030 -0.014 0.128 0.093 -0.035 0.027 Print Done Critical Values of the Correlation Coefficient Critical Values for Correlation Coefficient V n 3 4 5 6 7 Screen Shot 202... Q Critical Values of the Correlation Coefficient 0.997 0.950 0.878 0.811 0.754 7 0.754 8 0.707 9 0.666 10 0.632 11 0.602 12 0.576 13 0.553 14 0.532 15 0.514 16 0.497 17 0.482 18 0.468 19 0.456 20 0.444 21 0.433 22 0.423 23 0.413 24 0.404 25 0.396 26 0.388 27 0.381 28 0.374 29 0.367 30 0.361 n
The accompanying data represent the annual rates of return of two companies' stock for the past 12 years. Complete parts (a) through (k).
Click here to view the data table. Click here to view the table of critical values of the correlation coefficient.
(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
C.
RR of Company 1
RR of Company 2
0.30-
0.00-
No
Yes
-0.30-
-0.5
0.50-
0.00-
-0.50-
0.0
0.5
RR of Company 2
-0.3 0.0 0.3
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.)
O
Screen Shot 2023-04-09 at...
(d) Find the least-squares regression line treating the rate of return of Company 1 as the explanatory variable.
y=x+
(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.)
Below average
Above average
B.
D.
(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
(Round to two decimal places as needed.)
RR of Company:
RR of Company 1
0.50-
0.00-
-0.50-
-0.3 0.0
RR of Company 1
0.50-
(c) Based on the scatter diagram and correlation coefficient, is there a linear relation between rate of return of Company 1 and Company 2?
0.00-
-0.50-
Ⓡ
0.3
-0.3 0.0 0.3
RR of Company 2
Q
(h) Interpret the y-intercept.
▼by about percentage points, on average.
A. The y-intercept indicates that the rate of return for Company 2 will be
(Round to four decimal places as needed.)
B. There is no meaningful interpretation for the intercept.
C. The y-intercept indicates that the rate of return for Company 1 will be
(Round to four decimal places as needed.)
O C.
(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.
A.
v
Residual
Yes
No
0.20-
0.10-
0.00
(f) If the actual rate of return for Company 2 was 12.4% 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%?
A
0.15-
0.00-
-0.25 T
Screen Shot 202...
O
●
-0.3 0.0 0.3
RR of Company 1
-0.3 0.0 0.3
RR of Company 1
2
i
O Yes
O No
(k) Are there any years where the rate of return of Company 2 was unusual?
O
O D.
0.30-
0.20-
Does the residual plot confirm that the relation between the rate of return of Company 1 and Company 2 is linear?
0.10
-0.3
when the rate of return for Company 1 is 0.
when the rate of return for Company 2 is 0.
0.0 0.3
RR of Company 1
Q
✔
B.
Residual
0.25-
0.00-
●
-0.15-T
-0.3
●
0.0 0.3
RR of Company 1
Screen Shot
2023-0....31.43 P
Screen Shot
2023-0...32.00 P
Screen Shot
2023-0....32.17 P
Transcribed Image Text:The accompanying data represent the annual rates of return of two companies' stock for the past 12 years. Complete parts (a) through (k). Click here to view the data table. Click here to view the table of critical values of the correlation coefficient. (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 C. RR of Company 1 RR of Company 2 0.30- 0.00- No Yes -0.30- -0.5 0.50- 0.00- -0.50- 0.0 0.5 RR of Company 2 -0.3 0.0 0.3 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.) O Screen Shot 2023-04-09 at... (d) Find the least-squares regression line treating the rate of return of Company 1 as the explanatory variable. y=x+ (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.) Below average Above average B. D. (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 (Round to two decimal places as needed.) RR of Company: RR of Company 1 0.50- 0.00- -0.50- -0.3 0.0 RR of Company 1 0.50- (c) Based on the scatter diagram and correlation coefficient, is there a linear relation between rate of return of Company 1 and Company 2? 0.00- -0.50- Ⓡ 0.3 -0.3 0.0 0.3 RR of Company 2 Q (h) Interpret the y-intercept. ▼by about percentage points, on average. A. The y-intercept indicates that the rate of return for Company 2 will be (Round to four decimal places as needed.) B. There is no meaningful interpretation for the intercept. C. The y-intercept indicates that the rate of return for Company 1 will be (Round to four decimal places as needed.) O C. (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. A. v Residual Yes No 0.20- 0.10- 0.00 (f) If the actual rate of return for Company 2 was 12.4% 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%? A 0.15- 0.00- -0.25 T Screen Shot 202... O ● -0.3 0.0 0.3 RR of Company 1 -0.3 0.0 0.3 RR of Company 1 2 i O Yes O No (k) Are there any years where the rate of return of Company 2 was unusual? O O D. 0.30- 0.20- Does the residual plot confirm that the relation between the rate of return of Company 1 and Company 2 is linear? 0.10 -0.3 when the rate of return for Company 1 is 0. when the rate of return for Company 2 is 0. 0.0 0.3 RR of Company 1 Q ✔ B. Residual 0.25- 0.00- ● -0.15-T -0.3 ● 0.0 0.3 RR of Company 1 Screen Shot 2023-0....31.43 P Screen Shot 2023-0...32.00 P Screen Shot 2023-0....32.17 P
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