11-10-2018 · 研究

The strategic case for emerging markets factor investing

Factor premiums can be found in stock markets across the world, including emerging markets. But does factor allocation in emerging markets really add value to a global equity portfolio in practice? The short answer, we argue, is yes.

    作者

  • Wilma de Groot - Head of Core Quant Equities, Head of Factor Investing Equities and Deputy Head of Quant Equity

    Wilma de Groot

    Head of Core Quant Equities, Head of Factor Investing Equities and Deputy Head of Quant Equity

  • Weili Zhou - Head of Quant Investing & Research

    Weili Zhou

    Head of Quant Investing & Research

In a recent research note, we investigated whether allocating part of an investor’s portfolio to emerging markets equities adds value to a global equity portfolio. Using market data over the period from January 1988 to December 2017, we investigated whether investors should allocate to emerging stocks and how they should go about it.

More specifically, we considered two main options. The first is based on a passive allocation that replicates the MSCI Emerging Markets Total Return Index. The second involves allocation to the well-known value and momentum factors, within the MSCI Emerging Markets Total Return Index investment universe, using a ranking approach, as well as relatively simple factor definitions and portfolio construction rules (investing in the 33% most attractive stocks from a factor perspective, with monthly rebalancing).

The gains of allocating to EM are far greater when value and momentum are taken into account

緊貼荷寶量化投資

獲取荷寶的電郵月報及最新觀點報告,構建最綠色的投資組合。

掌握新形勢

Factors add more value than passive

We found that, historically, allocating part of an investor’s portfolio to passive emerging markets equities increased the portfolio’s risk-adjusted return. However, the gains of allocating to emerging markets are far greater when value and momentum factors are taken into account in the stock selection process. The benefits of allocating to factors in emerging markets can be significant, even when factor investing is already implemented in the developed markets part of the portfolio.

In our analysis, we also considered more sophisticated portfolio construction rules that do not entail the immediate sale of stocks that become less attractive in terms of factor exposure. Instead, every quarter, only stocks that are no longer among the top 50% are sold. These stocks are then replaced by the most attractive stocks at that time not yet included in the portfolio. Our calculations showed that compared to a more static approach, this dynamic approach leads to both lower turnover and higher returns.

Costs don’t alter our conclusions

Based on prudent assumptions, we also looked at the impact of transaction costs and management fees on performance. More specifically, we assumed trading costs of 30 basis points for developed markets stocks and 50 basis points for emerging markets stocks. We also assumed annualized management fees of 10 basis points for passive developed markets, and 20 basis points for passive emerging markets. An additional 10 basis points per annum mark-up was included for the factor portfolios. Our conclusion is that even once these costs have been incorporated, allocating to emerging markets factor premiums still adds substantial value.

Finally, we analyzed the performance of the different investment strategies over two equal sub-periods: from January 1988 until the end of 2002 and from 2003 until December 2017. The results in both sample periods were in line with the findings for the overall sample. Allocating to emerging markets improved the Sharpe ratio of the portfolio in both sub-periods, and allocating to the value and momentum factors further improved the Sharpe ratios.

As result, we advise investors to allocate part of their portfolio to factor premiums in emerging equity markets, all the more so given that the factor definitions used in our study are relatively simple. We argue that efficient factor investing strategies using enhanced factor definitions, as well as smart rules for stock selection and portfolio construction, can achieve even better investment results, while lowering both risks and costs.

Robeco has been successfully running factor-based portfolios in emerging markets for over ten years now. Since its launch in 2008, our Active Equities strategy has proven its ability to consistently and significantly outperform the MSCI Emerging Markets Index, both in up and down markets, delivering positive excess returns in eight out of nine full calendar years.

下載刊物

免責聲明

本文由荷宝海外投资基金管理(上海)有限公司(“荷宝上海”)编制, 本文内容仅供参考, 并不构成荷宝上海对任何人的购买或出售任何产品的建议、专业意见、要约、招揽或邀请。本文不应被视为对购买或出售任何投资产品的推荐或采用任何投资策略的建议。本文中的任何内容不得被视为有关法律、税务或投资方面的咨询, 也不表示任何投资或策略适合您的个人情况, 或以其他方式构成对您个人的推荐。 本文中所包含的信息和/或分析系根据荷宝上海所认为的可信渠道而获得的信息准备而成。荷宝上海不就其准确性、正确性、实用性或完整性作出任何陈述, 也不对因使用本文中的信息和/或分析而造成的损失承担任何责任。荷宝上海或其他任何关联机构及其董事、高级管理人员、员工均不对任何人因其依据本文所含信息而造成的任何直接或间接的损失或损害或任何其他后果承担责任或义务。 本文包含一些有关于未来业务、目标、管理纪律或其他方面的前瞻性陈述与预测, 这些陈述含有假设、风险和不确定性, 且是建立在截止到本文编写之日已有的信息之上。基于此, 我们不能保证这些前瞻性情况都会发生, 实际情况可能会与本文中的陈述具有一定的差别。我们不能保证本文中的统计信息在任何特定条件下都是准确、适当和完整的, 亦不能保证这些统计信息以及据以得出这些信息的假设能够反映荷宝上海可能遇到的市场条件或未来表现。本文中的信息是基于当前的市场情况, 这很有可能因随后的市场事件或其他原因而发生变化, 本文内容可能因此未反映最新情况,荷宝上海不负责更新本文, 或对本文中不准确或遗漏之信息进行纠正。