标题: Reading 7: Statistical Concepts and Market Returns-LOS i 习题 [打印本页]
作者: 1215 时间: 2011-3-1 14:42 标题: [2011]Session 2-Reading 7: Statistical Concepts and Market Returns-LOS i 习题
Session 2: Quantitative Methods: Basic Concepts
Reading 7: Statistical Concepts and Market Returns
LOS i: Define, calculate, and interpret the coefficient of variation and the Sharpe ratio.
Given a population of 200, 100, and 300, the coefficient of variation is closest to:
CV = (σ/mean)
mean = (200 + 100 + 300)/3 = 200
σ = √[(200 - 200)2 + (100 - 200)2 + (300 - 200)2 / 3] = √6666.67 = 81.65
(81.65/200) = 40.82%
作者: 1215 时间: 2011-3-1 14:42
The mean monthly return on (U.S. Treasury bills) T-bills is 0.42% with a standard deviation of 0.25%. What is the coefficient of variation?
The coefficient of variation expresses how much dispersion exists relative to the mean of a distribution and is found by CV = s / mean, or 0.25 / 0.42 = 0.595, or 60%.
作者: 1215 时间: 2011-3-1 14:42
An investor is considering two investments. Stock A has a mean annual return of 16% and a standard deviation of 14%. Stock B has a mean annual return of 20% and a standard deviation of 30%. Calculate the coefficient of variation (CV) of each stock and determine if Stock A has less dispersion or more dispersion relative to B. Stock A's CV is:
A) |
0.875, and thus has less dispersion relative to the mean than Stock B. | |
B) |
1.14, and thus has more dispersion relative to the mean than Stock B. | |
C) |
1.14, and thus has less dispersion relative to the mean than Stock B. | |
CV stock A = 0.14 / 0.16 = 0.875
CV stock B = 0.30 / 0.20 = 1.5
Stock A has less dispersion relative to the mean than Stock B.
作者: 1215 时间: 2011-3-1 14:42
The mean monthly return on a sample of small stocks is 4.56% with a standard deviation of 3.56%. What is the coefficient of variation?
The coefficient of variation expresses how much dispersion exists relative to the mean of a distribution and is found by CV = s / mean. 3.56 / 4.56 = 0.781, or 78%.
作者: 1215 时间: 2011-3-1 14:43
If stock X's expected return is 30% and its expected standard deviation is 5%, Stock X's expected coefficient of variation is:
The coefficient of variation is the standard deviation divided by the mean: 5 / 30 = 0.167.
作者: 1215 时间: 2011-3-1 14:43
What is the coefficient of variation for a distribution with a mean of 10 and a variance of 4?
Coefficient of variation, CV = standard deviation / mean. The standard deviation is the square root of the variance, or 4? = 2. So, CV = 2 / 10 = 20%.
作者: 1215 时间: 2011-3-1 14:43
If the historical mean return on an investment is 2.0% and the standard deviation is 8.8%, what is the coefficient of variation (CV)?
The CV = the standard deviation of returns / mean return or 8.8% / 2.0% = 4.4.
作者: 1215 时间: 2011-3-1 14:43
A portfolio of options had a return of 22% with a standard deviation of 20%. If the risk-free rate is 7.5%, what is the Sharpe ratio for the portfolio?
Sharpe ratio = (22% – 7.50%) / 20% = 0.725.
作者: 1215 时间: 2011-3-1 14:44
A higher Sharpe ratio indicates:
A) |
lower volatility of returns. | |
B) |
a higher excess return per unit of risk. | |
C) |
a lower risk per unit of return. | |
The Sharpe ratio is excess return (return ? Rf) per unit of risk (defined as the standard deviation of returns).
作者: 1215 时间: 2011-3-1 14:44
A portfolio has a return of 14.2% and a Sharpe’s measure of 3.52. If the risk-free rate is 4.7%, what is the standard deviation of returns?
Standard Deviation of Returns = (14.2% – 4.7%) / 3.52 = 2.6988.
作者: 1215 时间: 2011-3-1 14:44
Portfolio A earned a return of 10.23% and had a standard deviation of returns of 6.22%. If the return over the same period on Treasury bills (T-bills) was 0.52% and the return to Treasury bonds (T-bonds) was 4.56%, what is the Sharpe ratio of the portfolio?
Sharpe ratio = (Rp – Rf) / σp, where (Rp – Rf) is the difference between the portfolio return and the risk free rate, and σp is the standard deviation of portfolio returns. Thus, the Sharpe ratio is: (10.23 – 0.52) / 6.22 = 1.56. Note, the T-bill rate is used for the risk free rate.
作者: 1215 时间: 2011-3-1 14:45
The mean monthly return on U.S. Treasury bills (T-bills) is 0.42%. The mean monthly return for an index of small stocks is 4.56%, with a standard deviation of 3.56%. What is the Sharpe measure for the index of small stocks?
The Sharpe ratio measures excess return per unit of risk. (4.56 – 0.42) / 3.56 = 1.16%.
作者: 1215 时间: 2011-3-1 14:45
Which of the following statements regarding the Sharpe ratio is most accurate? The Sharpe ratio measures:
A) |
peakedness of a return distrubtion. | |
B) |
excess return per unit of risk. | |
C) |
total return per unit of risk. | |
The Sharpe ratio measures excess return per unit of risk. Remember that the numerator of the Sharpe ratio is (portfolio return ? risk free rate), hence the importance of excess return. Note that peakedness of a return distribution is measured by kurtosis.
作者: 1215 时间: 2011-3-1 14:45
Portfolio A earned an annual return of 15% with a standard deviation of 28%. If the mean return on Treasury bills (T-bills) is 4%, the Sharpe ratio for the portfolio is:
作者: 1215 时间: 2011-3-1 14:45
Johnson Inc. manages a growth portfolio of equity securities that has had a mean monthly return of 1.4% and a standard deviation of returns of 10.8%. Smith Inc. manages a blended equity and fixed income portfolio that has had a mean monthly return of 1.2% and a standard deviation of returns of 6.8%. The mean monthly return on Treasury bills has been 0.3%. Based on the Sharpe ratio, the:
A) |
Johnson and Smith portfolios have exhibited the same risk-adjusted performance. | |
B) |
performance of the Johnson portfolio is preferable to the performance of the Smith portfolio. | |
C) |
performance of the Smith portfolio is preferable to the performance of the Johnson portfolio. | |
The Sharpe ratio for the Johnson portfolio is (1.4 - 0.3)/10.8 = 0.1019.
The Sharpe ratio for the Smith portfolio is (1.2 - 0.3)/6.8 = 0.1324.
The Smith portfolio has the higher Sharpe ratio, or greater excess return per unit of risk.
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