The Better-of-Two Strategy for Active Management: Dynamically Combining (and Valuing) Active and Passive Portfolios Through Time

S. Fox, P. Hammond
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Abstract

The active-versus-passive asset debate falsely forces investors into an all-or-nothing decision between the two. Instead, following Margrabe, we use a “better-of-two” option to:

(1) calculate the value of active management and,

(2) find the optimal weights for an active-plus-passive portfolio that dynamically replicates this option through time.

Using simulations, we found that for an at-the-money exchange option with a 10-year horizon, an investor would pay about 5.5% of the passive portfolio’s value. To replicate this option, the investor would allocate roughly 40% the active asset. We also accounted for borrowing costs, tracking error and active alpha, finding that replication cost and portfolio turnover decrease as time horizon increases and that results are robust to errors in expected volatility. Finally, we replaced hypothetical return distributions with historical mutual fund returns used in 60/40 equity/fixed income portfolios rebalanced monthly. Excess ending wealth distributions using the better-of-two strategy exceeded those of an all-active strategy with better downside protection. These values also came close or, in the case of funds that produced excess return, exceeded the ending value of the all-passive strategy while limiting downside relative risk. Gains from the dynamic option replication portfolio are particularly noticeable during periods when active excess returns are negative. Turnover for long-horizon portfolios is less than 4% per month and our results are statistically significant.
主动管理的二选一策略:随时间动态组合(和评估)主动和被动投资组合
主动型与被动型资产之争错误地迫使投资者在两者之间做出要么全有要么全无的决定。相反,按照Margrabe的做法,我们使用“二选一”的选项:(1)计算主动管理的价值,(2)找到主动+被动投资组合的最佳权重,该组合随着时间的推移动态地复制了该选项。通过模拟,我们发现,对于10年期的现价外汇期权,投资者将支付被动投资组合价值的5.5%左右。为了复制这一选择,投资者将配置大约40%的活跃资产。我们还考虑了借贷成本,跟踪误差和主动alpha,发现复制成本和投资组合周转率随着时间范围的增加而减少,并且结果对预期波动率的误差具有鲁棒性。最后,我们用每月再平衡60/40股票/固定收益投资组合中使用的历史共同基金回报取代了假设的回报分布。使用二选一策略的超额期末财富分配超过了具有更好下行保护的全主动策略的超额期末财富分配。这些价值也接近,或者在产生超额回报的基金的情况下,超过了全被动策略的最终价值,同时限制了下行相对风险。当主动超额收益为负时,动态期权复制投资组合的收益尤其显著。长期投资组合的周转率每月低于4%,我们的结果在统计上是显著的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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