In: Statistics and Probability
Consider a sample with 10 observations of 2, 3, 10, 13, 12, 5, –1, 10, 2, and 12. Use z-scores to determine if there are any outliers in the data; assume a bell-shaped distribution. (Round your answers to 2 decimal places. Negative values should be indicated by a minus sign.)
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Consider the following
data for two investments, A and B:
Investment A: x¯x¯ = 7 and s = 4 |
Investment B: x¯x¯ = 8 and s = 6 |
Given a risk-free rate of 1.90%, calculate the Sharpe ratio for each investment. (Round your answers to 2 decimal places.)
Sharpe Ratio | |
Investment A | |
Investment B |
For the given observations mean and standard deviation are calculated
2, 3, 10, 13, 12, 5, –1, 10, 2, 12
Mean:
Standard deviation:
x | ||
2 | -4.8 | 23.04 |
3 | -3.8 | 14.44 |
10 | 3.2 | 10.24 |
13 | 6.2 | 38.44 |
12 | 5.2 | 27.04 |
5 | -1.8 | 3.24 |
-1 | -7.8 | 60.84 |
10 | 3.2 | 10.24 |
2 | -4.8 | 23.04 |
12 | 5.2 | 27.04 |
Z-score is calculated as below
The lowest value of x is -1. Hence, the z-score for the smallest observation is given as
The highest value of x is 13. Hence, the z-score for the largest observation is given as
Since, the z-score of the smallest and largest observation are with in the range of 1.95 (limit for 95%) we can say that there are no outliers.
Final Answer:
The z-score for the smallest observation -1.52
The z-score for the largest observation 1.21
There are no outliers in the data.
2.
Hence, for the given = 7 and s = 4, the sharpe's ratio for investment A with risk free rate of 1.90% is given as
For the given = 8 and s = 6, the sharpe's ratio for investment B with risk free rate of 1.90% is given as
Final answers:
Sharpe Ratio | ||
Investment A | 1.28 | |
Investment B | 1.02 |