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 |