Minimum-variance portfolios in the U.S. equity market - Reducing volatility without sacrificing returns.

被引:171
作者
Clarke, Roger [1 ]
de Silva, Harindra [1 ]
Thorley, Steven [1 ]
机构
[1] Brigham Young Univ, Marriott Sch Management, Provo, UT 84602 USA
关键词
D O I
10.3905/jpm.2006.661366
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
In the minimum-variance portfolio, far to the left on the efficient frontier, security weights are independent of expected security returns. Portfolios can be constructed using only the estimated security covariance matrix, without reference to equilibrium expected or actively forecasted returns. Empirical results illustrate the practical value of large-scale numerical optimizations using return-based covariance matrix estimation methodologies, providing new perspective on the factor characteristics of low-volatility portfolios. Optimizations that go back to 1968 reveal that the long-only minimum-variance portfolio has about three-fourths the realized risk of the capitalization-weighted market portfolio, with higher average returns.
引用
收藏
页码:10 / 24
页数:13
相关论文
共 14 条
[1]   The cross-section of volatility and expected returns [J].
Ang, A ;
Hodrick, RJ ;
Xing, YH ;
Zhang, XY .
JOURNAL OF FINANCE, 2006, 61 (01) :259-299
[2]  
CHAN LKC, 1999, REV FINANCIAL ST WIN, P937
[3]   RISK AND RETURN IN AN EQUILIBRIUM APT - APPLICATION OF A NEW TEST METHODOLOGY [J].
CONNOR, G ;
KORAJCZYK, RA .
JOURNAL OF FINANCIAL ECONOMICS, 1988, 21 (02) :255-289
[4]   Characteristics or covariances? [J].
Daniel, K ;
Titman, S .
JOURNAL OF PORTFOLIO MANAGEMENT, 1998, 24 (04) :24-+
[5]   COMMON RISK-FACTORS IN THE RETURNS ON STOCKS AND BONDS [J].
FAMA, EF ;
FRENCH, KR .
JOURNAL OF FINANCIAL ECONOMICS, 1993, 33 (01) :3-56
[6]   EXPECTED STOCK RETURNS AND VOLATILITY [J].
FRENCH, KR ;
SCHWERT, GW ;
STAMBAUGH, RF .
JOURNAL OF FINANCIAL ECONOMICS, 1987, 19 (01) :3-29
[7]   Toward better risk forecasts - Using data with higher frequency than the forecasting horizon. [J].
Gosier, K ;
Madhavan, A ;
Serbin, V ;
Yang, J .
JOURNAL OF PORTFOLIO MANAGEMENT, 2005, 31 (03) :82-+
[8]   THE EFFICIENT MARKET INEFFICIENCY OF CAPITALIZATION-WEIGHTED STOCK PORTFOLIOS [J].
HAUGEN, RA ;
BAKER, NL .
JOURNAL OF PORTFOLIO MANAGEMENT, 1991, 17 (03) :35-40
[9]   RETURNS TO BUYING WINNERS AND SELLING LOSERS - IMPLICATIONS FOR STOCK-MARKET EFFICIENCY [J].
JEGADEESH, N ;
TITMAN, S .
JOURNAL OF FINANCE, 1993, 48 (01) :65-91
[10]   Honey, I shrunk the sample covariance matrix - Problems in mean-variance optimization. [J].
Ledoit, O ;
Wolf, M .
JOURNAL OF PORTFOLIO MANAGEMENT, 2004, 30 (04) :110-+