In: Finance
Consider the following probability distribution of returns estimated for a proposed project that involves a new ultrasound machine:
State of the Economy |
Probability of Occurrence |
Rate of Return |
Very poor |
0.10 |
-10.0% |
Poor |
0.20 |
-2.0% |
Average |
0.40 |
14.0% |
Good |
0.20 |
22.0% |
Very good |
0.10 |
34.0% |
a. What is the expected rate of return on the project?
b. What is the project’s standard deviation of returns?
c. What is the project’s coefficient of variation (CV) of returns?
d. What type of risk do the standard deviation and CV measure?
e. In what situation is this risk relevant?
(a) Expected Rate of Return = Σ RiPi, where Ri is the return for Probability Pi (i is the state of economy)
State of the | Probability of | Rate of | Expected |
Economy | Occurrence | Return | Return |
Very Poor | 0.1 | -10% | -1.00% |
Poor | 0.2 | -2% | -0.40% |
Average | 0.4 | 14% | 5.60% |
Good | 0.2 | 22% | 4.40% |
Very Good | 0.1 | 34% | 3.40% |
ER | 12.00% |
Hence, Expected Returns = 12%
(b) Variance = Σ Squared Deviation from Expected Value * Probability of Occurance
State of the | Probability of | Rate of | Expected | Deviation from | ||
Economy | Occurrence | Return | Return | Expected Returns | Squared | Variance |
Very Poor | 0.1 | -0.10 | -0.010 | -0.220 | 0.048 | 0.00484 |
Poor | 0.2 | -0.02 | -0.004 | -0.140 | 0.020 | 0.00392 |
Average | 0.4 | 0.14 | 0.056 | 0.020 | 0.000 | 0.00016 |
Good | 0.2 | 0.22 | 0.044 | 0.100 | 0.010 | 0.00200 |
Very Good | 0.1 | 0.34 | 0.034 | 0.220 | 0.048 | 0.00484 |
ER | 0.120 | Variance | 0.01576 |
Hence, Variance = 0.0156
(c) Standard Deviation = sqrt (variance) = 12.49%
Hence, CV = Standard Deviation/Expected Returns = 12.49/12 = 1.041
(d) Standard deviation measures the volatility of the investment
CV measures the amount of volatility in comparison to the expected return rate of an investment
(e) the risk is more relevant when compared to the returns i.e. CV
when comparing multiple investments, an investor would invest in the stock with lower CV