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Huaren
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1976

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[分享] Fund Modern Portfolio Theory Statistics and Volatility

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2006-06-24 15:15:00

Here we explain how the mutual fund's modern portfolio theory statistics and volatility measures mean. They will be useful when selecting funds (of course, not guaranteed). I underline those special points (for those "fast readers").

Modern Portfolio Theory Statistics

 

r-squared

An indicator that ranges from 0 to 100 and tells what percentage of a fund's movements are explained by movements in its benchmark index.

An r-squared of 100 means that all movements of a fund are completely explained by movements in the index. Thus, an index fund that invests only in S&P 500 stocks has an r-squared very close to 100. Conversely, a low r-squared value indicates that very few of the fund's movements are explained by movements in its benchmark index.

 

beta

A measure of the sensitivity of a stock, bond, or fund to swings of an index or the overall market. Usually, stocks and equity funds are compared with the S&P 500 index; bonds and bond funds are compared with the Lehman Brothers Aggregate Bond index. A beta of more than 1.0 indicates higher volatility than the overall market. A beta of less than 1.0 indicates lower volatility than the overall market. If the S&P 500 moves 10% higher, a stock with a beta of, say, 1.1 should move 11%.

 

alpha

Measures the difference between a fund's actual returns and its expected returns given its risk level as measured by its beta. A higher alpha is better, but a high alpha is only reliable in the presence of a high R-squared value. Some investors see alpha as a measurement of the value added or subtracted by a fund's manager.

A positive alpha figure indicates the fund has performed better than its beta would predict. A negative alpha indicates a fund has underperformed, given the expectations established by the fund's beta.

 

 

Volatility Measures

 

Standard Deviation

Standard deviation is a statistical measure of the range of a fund's performance. When a fund has a high standard deviation, its history shows a wide range of performance, indicating a greater potential for volatility. The greater the standard deviation, the greater the fund's volatility.

 

Mean

The mean is one of the numbers used to calculate a fund's standard deviation. The mean is the average of a fund's monthly return over the last 12 months.

 

Sharpe Ratio

The Sharpe ratio measures risk-adjusted performance by comparing a fund's average monthly return to the average monthly return of a Treasury bill, which is a risk-free investment. The higher the Sharpe ratio, the better the fund's historical risk-adjusted performance.

 

Treynor Ratio

A gauge of risk-adjusted performance calculated by comparing the return of a portfolio to its beta. Higher values are desirable and indicate greater return per unit of risk.

 

Bear Market Decile Rank

This number reflects a fund's performance during a bear market (A prolonged downward trend in stock prices). Data showing a fund's performance during each bear-market month over the past five years are added together. Funds receive a rating between 1 (the best-performing 10% of funds) and 10 (the worst-performing 10%). Smaller is better. Only funds with at least five years of history are given a bear-market decile ranking.

 

 

Huaren
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icyscorpio

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2006-06-26 18:51:00

刚看到1976的这个帖子,总结的很全面

理论上讲,这些指标是可以作为分析一个基金好坏的技术指标,但是实际上也不能完全依赖的,要看环境决定用什么指标

For example, if 2 funds were being evaluated as components of a larger portfolio (in which unsystematic risk could be diversified away), then the fund with higher T ratio shoule be judged to the best performer.However, if we were choosing b/w the 2 managers (one of whom will manage the entire portfolio),then the total variability of assets under management is a concern and we would wish to choose the fund with higher S ratio.

 


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