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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:

A)
30%.
B)
100%.
C)
40%.


 

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?

A)
84%.
B)
60%.
C)
168%.


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?

A)
128%.
B)
84%.
C)
78%.


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:

A)
6.0.
B)
0.167.
C)
1.20.


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?

A)
40%.
B)
25%.
C)
20%.


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)?

A)
1.76.
B)
6.80.
C)
4.40.


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?

A)
0.568.
B)
0.725.
C)
0.147.


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?

A)
2.7%.
B)
3.9%.
C)
2.6%.


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?

A)
1.56.
B)
0.56.
C)
0.91.


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?

A)
16.56%.
B)
10.60%.
C)
1.16%.


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:

A)
0.39.
B)
0.54.
C)
1.87.


(15 ? 4) / 28 = 0.39


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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