Multi-Strategy Hedge Funds: Jack of All Trades?
Or Master of None?
March 2023. Reading Time: 10 Minutes. Author: Nicolas Rabener.
This research note was originally published by the CAIA Association’s blog.
SUMMARY
- A few select multi-strategy hedge funds generated outsized returns in 2022
- However, the average fund lost money
- The average fund can be simply replicated via the S&P 500 & cash
INTRODUCTION
Citadel made $16 billion in profits in 2022, Millenium $8.0 billion, and Point 72 $2.4 billion. These returns are spectacular as all three are multi-strategy funds that allocate capital to hundreds of trading teams. The goal is to harvest excess returns from many different sources and create a diversified portfolio. The expected return should be low, but consistently positive and not very volatile. Citadel’s 38% return in 2022 had anything but these features.
Given such stellar performance, the interest in multi-strategy hedge funds is rising again. We have explored this hedge fund type before and have not come away with a particularly positive impression (read Multi-Strategy Hedge Funds: Equity in a Different Shade?). This article is a second take on multi-strategy hedge funds.
ASSETS UNDER MANAGEMENT
Reviewing the assets under management of multi-strategy hedge funds based on data from BarclayHedge highlights that these were approximately $300 billion between 2017 and 2020, but doubled thereafter. Perhaps this indicates that these funds have done well during the COVID-19 crisis that began in March 2020 and were rewarded with new capital from allocators thereafter.
Source: Finominal, BarclayHedge
However, calculating the market share of multi-strategy funds as a proportion of the total assets of the hedge fund industry highlights that this has only increased marginally from 12% to 14% over the last 5 years.
It seems that the increase in assets under management can be attributed to the growth of the entire hedge fund industry, which increased its assets from approximately $3 to $4 trillion in 2020. However, it is questionable how much of this growth can be attributed to inflows from capital allocators versus existing assets appreciating in value. It is worth recalling that the S&P 500 ended the year higher in 2020, despite the global pandemic.
Source: Finominal, BarclayHedge
PERFORMANCE
The idea of a multi-strategy hedge fund is to deploy capital to various teams that generate returns uncorrelated to the stock market and each other. Risk management tends to be tight and allocations are often reduced dramatically if drawdowns exceed certain targets, eg a 50% capital reduction at a 5% drawdown. The resulting portfolio tends to be market neutral and is often leveraged aggressively.
Next, we evaluate the performance of multi-strategy hedge funds by taking HFRI indices from HFRX that offer monthly returns since 2008. These are available for multi-strategy hedge funds focused on equities, event-driven, macro, and relative value. Theoretically, the returns of the four types should be completely different, but the performance since 2008 was remarkably similar.
Source: Finominal
CORRELATIONS
Given the comparable performance, we calculate the 36-month rolling correlations of the event-driven, macro, and relative value strategies to the equity strategy. The average correlations between 2008 and 2022 ranged from 0.6 for macro to 0.8 for event-driven. Naturally, these correlations are too high as these should be completely uncorrelated given the different areas of focus. For example, a macro trading team might speculate on the USD appreciating versus the JPY (read Global Macro: Masters of the Universe?), compared to an equities team betting on a recovery of the value factor by going long cheap and short expensive stocks.
Source: Finominal
The high correlations indicate these four types of multi-strategy hedge funds offered the same risk exposure. Given their drawdowns in 2008 during the global financial crisis and in 20202 during the COVID-19 pandemic, this likely is simple exposure to the stock market (try Finominal’s Alpha Analyzer for a factor exposure analysis).
Calculating the rolling 36-month correlations to the S&P 500 confirms this as these ranged from 0.6 to 0.9. Global macro offered the largest diversification benefits, but not significant ones given a correlation of 0.6 to stocks.
Naturally, this begs the question of what these multi-strategy fund managers are allocating to as the various trading teams seem to be offering just beta to equities, which most investors already have exposure to. As noted in previous articles, there does not seem to be a lot of hedging going on (read Equity Market Neutral Hedge Funds: Powered by Beta?).
Source: Finominal
MULTI-STRATEGY HEDGE FUND REPLICATION
We can replicate multi-strategy hedge funds simply via a portfolio comprised of the S&P 500 and cash. Allocating 40% to stocks and 60% to non-interest-bearing cash would have generated a performance that is almost identical to that of the multi-strategy hedge funds in the period from 2008 to 2022 (read Replicating Famous Hedge Funds).
Source: Finominal
FURTHER THOUGHTS
Our second take on multi-strategy hedge funds confirms our first analysis, namely that these funds primarily offer beta to the stock market and therefore limited diversification benefits (read Myth Busting: Alts’ Uncorrelated Returns Diversify Portfolios).
However, this is the conclusion for the average fund and there are a few select funds like Millenium that have established remarkable track records. It is worth pursuing these?
Although this may seem desirable, it is not. Some funds made extra-ordinary amounts of money in 2022, but others lost equal amounts. TCI, which had a stellar track record of 13 profitable years, lost $8 billion. On average, capital allocators will get the average return, which is anything but desirable.
RELATED RESEARCH
Multi-Strategy Hedge Funds: Equity in a Different Shade?
Myth Busting: Alts’ Uncorrelated Returns Diversify Portfolios
Hedge Fund Battle: Systematic vs Discretionary Investing
Equity Market Neutral Hedge Funds: Powered by Beta?
Global Macro: Masters of the Universe?
Merger Arbitrage: Arbitraged Away?
Hedge Fund ETFs
Replicating Famous Hedge Funds
ABOUT THE AUTHOR
Nicolas Rabener is the CEO & Founder of Finominal, which empowers professional investors with data, technology, and research insights to improve their investment outcomes. Previously he created Jackdaw Capital, an award-winning quantitative hedge fund. Before that Nicolas worked at GIC and Citigroup in London and New York. Nicolas holds a Master of Finance from HHL Leipzig Graduate School of Management, is a CAIA charter holder, and enjoys endurance sports (Ironman & 100km Ultramarathon).
Connect with me on LinkedIn or Twitter.
