In: Finance
Below are returns on the stock A and S&P500 index. All numbers are in decimals (-0.0222 is equivalent to -2.22%).
| A | S_P500 |
| -0.0222 | 0.0032 |
| -0.0048 | -0.0058 |
| 0.1333 | 0.0434 |
| 0.0765 | 0.1081 |
| -0.0161 | -0.0121 |
| 0.1250 | 0.1400 |
| 0.0145 | 0.0368 |
| -0.0475 | -0.0454 |
| 0.0430 | 0.0577 |
| -0.0260 | -0.1374 |
| 0.0071 | 0.0064 |
| 0.0249 | 0.0186 |
| 0.0850 | 0.0215 |
| -0.0624 | -0.0752 |
| 0.0933 | 0.0365 |
| 0.0456 | 0.0528 |
| -0.0632 | -0.0131 |
| 0.0450 | 0.0009 |
| 0.0200 | 0.0017 |
| 0.0280 | 0.0985 |
What is the sample standard deviation of the stock A returns?
Please write an answer in decimals. For example, 12.34% would be
0.1234.
Also, round your answer to the fourth decimal.
Your Answer:
| Number of sample | A | (A- Expected return)^2 | |||
| 1 | -0.0222 | 0.0022 | |||
| 2 | -0.0048 | 0.0009 | |||
| 3 | 0.1333 | 0.0117 | |||
| 4 | 0.0765 | 0.0027 | |||
| 5 | -0.0161 | 0.0017 | |||
| 6 | 0.125 | 0.0100 | |||
| 7 | 0.0145 | 0.0001 | |||
| 8 | -0.0475 | 0.0052 | |||
| 9 | 0.043 | 0.0003 | |||
| 10 | -0.026 | 0.0026 | |||
| 11 | 0.0071 | 0.0003 | |||
| 12 | 0.0249 | 0.0000 | |||
| 13 | 0.085 | 0.0036 | |||
| 14 | -0.0624 | 0.0076 | |||
| 15 | 0.0933 | 0.0047 | |||
| 16 | 0.0456 | 0.0004 | |||
| 17 | -0.0632 | 0.0078 | |||
| 18 | 0.045 | 0.0004 | |||
| 19 | 0.02 | 0.0000 | |||
| 20 | 0.028 | 0.0000 | |||
| i | Total | 0.499 | 0.0623 | ||
| ii | Number of observation | 20 | 20 | ||
| iii=i/ii | Therefore expected return | 0.02495 | |||
| Variance = | =0.0623/(20-1) | 0.003279 | |||
| Standard deviation = square root of variance = | 0.0573 | ||||
| Therefore answer = | 0.0573 | ||||