Year | Return on Cherry | Return on Straw |
1 | 16% | 16% |
2 | 11% | 23% |
3 | -1% | -6% |
4 | 6% | 6% |
5 | 11% | 11% |
Mean Return is calculated using the formula:
Mean Return = E[R] = (R1+R2+R3+R4+R5)/n
Mean Return for Cherry = E[RC] = (16%+11%+(-1%)+6%+11%)/5 = 8.6%
Mean Return for Straw = E[Rs] = (16%+23%+(-6%)+6%+11%)/5 = 10%
Sample vaiance formula
The data that is given is a sample as it only contains 5 data sets and it is not a population. So, we will use the formula for variance calculation of a sample.
Variance of a sample (with sample size n) is calculated using the formula:
σ2 = [(R1-E[R])2+(R2-E[R])2+(R3-E[R])2+(R4-E[R])2+(R5-E[R])2]/(n-1)
Here, sample size = n = 5
so, n-1 = 4
σ2 = [(R1-E[R])2+(R2-E[R])2+(R3-E[R])2+(R4-E[R])2+(R5-E[R])2]/4
For Cherry
Variance of Cherry = σC2 = [(16%-8.6%)2+(11%-8.6%)2+(-1%-8.6%)2+(6%-8.6%)2+(11%-8.6%)2]/4 = 0.01652/4 = 0.00413
Standadrd deviation is square-root of variance
Standard deviation of Cherry = σC = 0.004131/2 = 6.42650760522385% ~ 6.43%
For Straw
Mean Return for Straw = E[Rs] = 10%
Variance of Straw = σs2 = [(16%-10%)2+(23%-10%)2+(-6%-10%)2+(6%-10%)2+(11%-10%)2]/4 = 0.0478/4 = 0.01195
Standard deviation of Straw = σS = 0.011951/2 = 0.109316055545377 = 10.9316055545377% ~ 10.93%
Answer
Cherry | Straw | |||
Variance | 0.00413 | 0.01195 | ||
Standard deviation | 6.43 | % | 10.93 | % |
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