Performance
The period under review includes ‘the worst cross-asset selloff since 1981’[1] with simultaneous declines across equities, commodities, corporate and government bonds. Over the last 12 months, both global equity and global bond indices are down well over 20%, while the broader hedge fund universe is down nearly 4%[2]. In spite of this exceptionally challenging environment, the returns of arbitrage hedge funds have been strong on a relative basis; it has been observed that the strategy tends to perform best during the most challenging months for risk assets.
In the 12 months through October 2022, arbitrage funds delivered an average return of +3.8%. The master strategy was positive 8 out of the last 12 months, with the worst monthly drawdown occurring in May 2022 (-1.6%) when all of the arbitrage sub-strategies were negative. None of the remaining down months were less than -1% in magnitude.
Arbitrage funds delivered an average return of +3.8%, while the hedge fund universe in general has struggled amidst market volatility, down 3.9%
The most significant selloffs in both global bonds and global equities occurred in April (-5.6% and -8.1% respectively), June (-3.3%, -8.7%), August (-3.9%, -3.6%) and September (-5.0% and -9.9%) and yet all four months saw strong performance for the arbitrage strategy, particularly April and August, with April (+1.5%) returns were primarily driven by strong performance from tail protection and volatility arbitrage strategies, while August (+1.4%) saw positive returns from all underlying sub-strategies, with both the opportunistic and convertible arbitrage sub-strategies delivering outsized positive performance relative to the rest of the year.
Performance relative to the rest of the hedge fund universe was significantly above average, with arbitrage the fourth strongest performing master strategy in the last 12 months (see page 6 of the report). Only macro (+4.4%), multi-strategy (+9.4%) and quant (+13.7%) strategies have outperformed arbitrage. The hedge fund universe in general has struggled amidst market volatility, down 3.9%, with those strategies that typically carry more beta to risk assets such as long-biased, equity long/short, event (particularly activist) and credit strategies all negative over the period.
The underlying arbitrage sub-strategies have themselves seen some significant dispersion in performance; tail protection strategies drove the lion’s share of the 12 months’ of positive returns, with assistance from volatility arbitrage funds. Opportunistic arbitrage funds’ returns were more muted while convertible arbitrage detracted from aggregate performance.
NET RETURN OF MASTER AND SUB STRATEGIES (1 YR)
*HF Composite = Aurum Hedge Fund Data Engine Asset Weighted Composite Index. **Bonds = S&P Global Developed Aggregate Ex Collateralized Bond (USD). ***Equities = S&P Global BMI.
Sub-strategy performance
Perhaps unsurprisingly, given the negative performance of risk assets and associated spikes in volatility over the last 12 months, it is tail protection that is the best performing arbitrage sub-strategy, generating an asset weighted net return of +10.2%. The sub-strategy has performed particularly well year to date, up just under 12%. This is in stark contrast to the prior 12-month period, where the sub-strategy was down over 10%. Tail hedging strategies typically look to give investors exposure to potential pay-out profiles that are positively convex in nature given a certain event (such as significant market down-moves and/or in response to spiking volatility levels or funding-stress). The strategy appeared to ‘do its job’, posting the strongest positive returns during the worst months for risk assets (January, April, June, August and September), while struggling during those months where markets rallied and volatility levels fell (e.g. December, July, and October in particular).
Tail protection appeared to ‘do its job’, posting the strongest positive returns during the worst months for risk assets
Performance from volatility arbitrage funds has been reasonable over the last 12 months (+6.8%). This sub-strategy covers funds that look to generate absolute returns, irrespective of the market environment. However, underlying funds can, in aggregate have long, short or neutral biases to volatility and the tendency to which these shift can vary significantly between funds. Over the last 12 months, much like the tail protection strategy, volatility arbitrage funds have delivered their strongest returns during periods of elevated market volatility and stress, although with a greater consistency (up 10 out of 12 months) than the tail protection strategy (up 8 out of 12 months).
Opportunistic arbitrage sub-strategy performance was more muted (up 2.8% over the last 12 months and positive in 8 out of 12 months) with only two months delivering an absolute return figure of a greater magnitude than 1% (down 1.8% in May and up 2.3% in August). The strategy still managed to generate positive performance during the most volatile and difficult months for markets.
Convertible arbitrage was the only sub-strategy to deliver negative performance for the 12 month period (-6.6%) and was also the least consistent, down 8 out of the 12 months. Funds struggled to monetise the dislocations arising from the elevated market volatility as credit spreads widened, underperforming the broader hedge fund universe.
Longer-term performance
In order to get a better representation of the strategy, it is best viewed over a cycle taking into account multiple time-horizons. As shown on page 6 of the report, when viewed over the last ten years, the arbitrage peer group is actually the worst performing of the master hedge fund strategies, compounding at just 2.5% p.a. Comparatively over this time period, equities have attained a compound annual return of 5.9% while, due to their exceptionally negative performance in 2022, global bonds have shifted to a negative compound annual return. On shorter time perspectives (five and three years), only multi-strategy and event strategies outperform equities and bonds, with arbitrage strategies comfortably outperforming the broader hedge fund universe over the same periods.
Opportunistic and convertible arbitrage funds have the highest Sharpe ratios relative to the other sub-strategies (+1.2 and +0.79). Outperforming Other master fund strategies with the exception of Multi-strategy and Arbitrage master strategy
On a risk-adjusted basis, when looking at the last three years, the arbitrage strategy has delivered a Sharpe ratio of 1.6, with only the multi-strategy master strategy outperforming (+2.4).
Delving into the arbitrage sub-strategies on a three-year look-back, opportunistic and convertible arbitrage funds have the highest Sharpe ratios relative to the other sub-strategies (+1.2 and +0.8), while tail protection funds were the bottom performers (+0.3). Opportunistic and convertible arb funds also outperformed other master hedge fund strategies from a risk-adjusted perspective. It’s also interesting to note (see page 12 of the report chart on 5-year cumulative returns) how the opportunistic and convertible arbitrage sub-strategies’ performance appears inverse to the performance of the tail-protection sub-strategy, suggesting that there may be ‘short-tail’-like characteristics to funds in these sub-strategies. This is consistent with the intuition that many of the funds in these areas are looking to capture alpha as spreads ‘revert’, but can become exposed when spreads widen under periods of stress. At the same time, tail protection strategies are typically positioned long volatility or positioned to benefit in the event of spread widening.
Alpha extraction
The arbitrage master strategy indicates a low beta (close to zero) to both bonds and equities (see page 8 of the report) over the last three years, although there is some significant dispersion across the sub-strategies. Unsurprisingly, tail protection strategies have exhibited negative beta, while areas such as opportunistic and convertible arbitrage show some modest positive beta to risk assets (but still less than the broader hedge fund universe). Volatility arbitrage (typically a strategy run in a more neutral fashion) also exhibits close to zero beta to equities and bonds.
When reviewing the relative proportion of P&L generated by the strategy over the last ten years, it indicates that alpha drives the vast majority of overall returns, with a small level of beta exposure a marginal detractor to overall aggregate performance and ‘risk free’ constituting a material proportion of overall returns.
As alluded to above, strategies such as convertible arbitrage and opportunistic arbitrage exhibit positive alpha generation (37% and 67% of total returns over the last ten years) although convertible arbitrage has also exhibited a material attribution from beta. Volatility arbitrage has actually had a negative P&L attributable to beta, with alpha and the risk-free component driving the positive returns.
Tail protection is interesting to review. Over the last ten years, the statistical relationship suggests that overall returns are dominated by the consistent negative beta exposure, which has seen the strategy lose money over the time period – not a surprise given that the strategy is set up to benefit from down markets. The returns attributable to beta are negative but given the recent market falls the negative directional beta exposure has been accretive to overall strategy performance. The strategy has also exhibited some modest positive performance attributable to alpha.
