Assignment Task
Cliff Asness The “quality” factor
The “quality” factor has become one of the strongest and most scalable investment strategies in equity markets. Your investment firm is thinking of launching a product based on this factor and as junior member of the newly formed quant research team, you are tasked by your boss to produce a comprehensive report on this investment strategy.
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Around 2013, Cliff Asness, the CEO of AQR published a working paper (later published as Asness et al., 20191) where he, together with other co-authors, introduced an investment factor called “Quality”, based on investing in firms with:
• High profitability
• Strong growth
• Low risk and leverage
Frazzini et al. (2018)2 show that this factor largely mimics the investment style of Warren Buffet.
This investment factor has become very popular and is used by a variety of investment companies, for example:
• iShares MSCI USA Quality Factor ETF
• Invesco S&P 500® Quality ETF
- • AQR Large Cap Multi-Style Fund (where it seems to have replaced “profitability” from 2021).
- A number of these products are also available in Australia, here is a comprehensive analysis.
- 1 Asness, C., Frazzini, A., & Pedersen, L. (2019). Quality minus junk. Review of Accounting Studies, 24(1), 34–112.
- 2 Frazzini, A., Kabiller, D., & Pedersen, L. (2018). Buffett’s Alpha. Financial Analysts Journal, 74(4), 35–55.
- 25579 – Applied Portfolio Management 1
- Like for other more traditional factors, such as a value and momentum, academics and practitioners do not have a definitive answer on “why it works”. Bouchaud et al. (2016)3 argue that a risk-based explanation is unlikely and advance some behavioural explanations similar to the ones we have analysed for the value and momentum factors.
- The CIO (Chief Investment Officer) of your company is exploring the possibility to launch a product in this space and asks the quant research team to prepare a short analysis of this investment factor.
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