In: Finance
A stock had returns of 5 percent, 9 percent, 11 percent, −8 percent, and 6 percent over the past five years. What is the standard deviation of these returns? Multiple Choice 11.14 percent 7.44 percent 8.44 percent 4.60 percent 5.97 percent
Solution: | |||
Answer is 2nd option 7.44 percent | |||
Working Notes: | |||
Notes: | Standard deviation we compute using formula standard deviation (s.d.) = Square root of (Sum of (R-r)^2 /(n-1)) where R is annual return , r is mean of returns and n is no of returns considered . | ||
a | b = (a - 4.6%) | b^2 | |
(return -mean) | |||
Year | Returns ('R) | (R-r) | (R-r)^2 |
1 | 5 | 0.40 | 0.16 |
2 | 9 | 4.40 | 19.36 |
3 | 11 | 6.40 | 40.96 |
4 | -8 | -12.60 | 158.76 |
5 | 6 | 1.40 | 1.96 |
Sum of (R-r)^2 | 221.20 | ||
Mean (r) = sum of returns / no of returns | |||
Mean (r) = (5+9+11-8+6)/5 | |||
Mean (r) =23/5 | |||
Mean (r) =4.6% | |||
standard deviation (s.d.) = Square root of (Sum of (R-r)^2 /(n-1)) | |||
Where n = no of return considered = 5 | |||
standard deviation (s.d.) = Square root of (221.20/(5-1)) | |||
standard deviation (s.d.) = Square root of (221.20/4) | |||
standard deviation (s.d.) = Square root of (55.30) | |||
standard deviation (s.d.) = (55.30)^(1/2) | |||
standard deviation (s.d.) = 7.436396977 % | |||
standard deviation (s.d.) = 7.44 % | |||
Please feel free to ask if anything about above solution in comment section of the question. |