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March 24, 2023 08:00 AM

Merger arbitrage strategies taking on more considerations

Bailey McCann
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    Scott Schefrin
    Scott Schefrin

    For investors looking for strategies with an edge, merger arbitrage probably hasn't made the top of that list in a number of years.

    But new research shows how the strategy reacts to shifts in the market and in response to new risk factors, such as ESG, which could provide new opportunities for investors.

    The basic thrust of merger arbitrage as a strategy is betting on the target of an announced merger and betting against the acquirer. The target company usually trades at a discount/spread while the deal gets done and then when the deal closes, the price goes up. Investors get that upside as their return on investment.

    The approach is so well understood that it's hard to imagine where an edge might come from. In its most basic form, modern merger arbitrage is basically risk premium masking as an investment strategy. Historically, 90% of announced deals are completed and do so in a window of six to 12 months.

    Some money managers may add overlays that improve the return on investment, like only investing in deals of a certain size or only investing in deals where the spreads look most attractive, but these rules are relatively easy to implement, and as a result, many merger arbitrage strategies are systematic rules-based offerings.

    New research from global money manager AllianceBernstein LP shows that often merger arbitrage manager returns group together, both positively and negatively, in part because of how predictable the approach is. But that predictability could be changing.

    New economic realities and risk factors could create new opportunities for the strategy.

    Diversification benefits

    Assets under management in merger arbitrage hedge funds have quadrupled to $85 billion from $22 billion in the last 10 years, according to data from Man Institute, the research arm of London-based $142 billion investment firm Man Group. Investors gravitate toward the strategy for its predictability and its diversification benefits. M&A happens in every sector of the economy and tends to be relatively cyclical.

    In 2021, that changed a bit. The economy reopened from the pandemic, which increased M&A, but that wasn't the only factor.

    "Historically, M&A would get done to grow the company, or take out a competitor, or to create synergies," said Scott Schefrin, New York-based portfolio manager of the AB Custom Alternative Solutions' merger arbitrage strategy at AllianceBernstein.

    "But we saw in 2021 that COVID brought forward a lot of other issues like the need to improve technology or diversify manufacturing or shore up supply chains. There are a lot of new reasons now to pursue M&A."

    Those new reasons upended the tight cyclicality of M&A and led to the biggest year ever for deal activity in 2021 with a total of $4 trillion of transaction value, topping totals from both 2020 and 2019, according to data from S&P Global.

    In 2022, deal volume was lower at $3.63 trillion, according to data from Bloomberg. Tighter debt markets slowed overall deal activity. However, companies were still pursuing transactions to deal with new issues arising from the pandemic and to support overall growth, sources said. The cost of financing is also playing a bigger role in deal offers.

    Global manager abrdn, which has £376 billion ($452.6 billion) in total assets under management and invests in merger arbitrage funds, said in its recent outlook that it anticipates these trends will help merger arbitrage outperform.

    "The complex regulatory, macro and geopolitical environments have kept spreads wide," the abrdn report said. "This has also lengthened deal timelines and lowered the probability of completion. But it also created mispricing, and therefore, trading opportunities for merger arbitrage managers. Today, it is very much higher interest rates that drives our positive outlook for the strategy. The positive interest rate carry associated with a deal spread outweighs our concerns around reinvestment risk given our expectation for lower levels of deal activity in 2023 than we have seen in recent years. Increased deal volumes don't necessarily translate to better returns, but our research does suggest that higher interest rates lead to higher returns for the strategy. We continue to place great importance on individual deal analysis, selection and trading to generate excess returns over passive merger arbitrage strategies."

    Actively managed merger arbitrage strategies can take advantage of mispricings by sizing their investment positions based on how they view the current price of the deal. If they do this well, they might have slightly higher returns than a passive approach that invests more or less the same amount in each deal.

    With greater interest in merger arbitrage strategies and new reasons for companies to engage in M&A, it may be time to take a fresh look at how the strategy is being modeled from a risk perspective, managers say. Recent research from the Man Institute suggests that volatility may not always be fully understood or adequately forecast with traditional value-at-risk models.

    "The question always is how accurate is your risk number? And is it correct? Is it appropriately modeled? That was the spirit of our research to look at some of the challenges or difficulties you may have within a merger arbitrage deal," said Darrel Yawitch, chief risk officer of Man Group investments, in an interview.

    Typically, stocks in a merger arbitrage fund exhibit a certain level of volatility because a merger creates a new regime for both the target and the acquirer, causing the individual stocks to react. But fewer deals fall apart now than they have in the past and volatility may not be a direct indicator of increased risk. If, for example, deal participants are working on amending terms, the stock price might react during that process creating volatility. But that volatility may not be an accurate indicator that the deal is going to fall apart. Risk models that don't allow for changes in the trajectory to deal close may give inaccurate forecasts of potential risk, the paper noted.

    Mr. Yawitch's paper suggests investors may want to assess whether it is necessary to update risk modeling to rely less on historical assumptions in an effort to get a clearer picture of current risks. In some cases, traditional models could overstate the probability of broken deals and therefore risk in a merger arbitrage portfolio.

    ESG could play a role

    The emergence of new risk factors could also impact merger arbitrage as a strategy.

    "ESG risk considerations are a big conversation within investing right now," Mr. Yawitch said. "Those factors and what they mean in terms of impact are still evolving. We're still seeing ESG evaluation frameworks mature. I do think over time we're going to see ESG factors play a bigger role in deals. At a very simple level, they're going to impact M&A. They're already influencing business decisions."

    New research from New York-based asset manager Versor Investments LP suggests that there could be an ESG premium available through merger arbitrage. The paper, "Merger Arbitrage and ESG Impact Investing," looks at the impact of M&A on the ESG scores of companies. The paper is co-authored by Versor partners Deepak Gurnani, Ludger Hentschel, and Neetu Jhamb.

    Versor's research found that merger arbitrage strategies produced large increases in aggregate ESG scores for a given company in an investors portfolio in a relatively short time frame. On average, the ESG scores for merger targets rise by about 57% from one year before the merger to one year after completion of the merger compared to a peer group of companies. The improvements are similar for the overall ESG scores, the environmental scores, the social scores, and the governance scores.

    The paper notes that target companies typically have a lower ESG score than their acquirer. The score goes up post-close for both companies. ESG scores for the acquirers rose by 13% compared to a peer group of companies.

    Mr. Gurnani said in an interview the finding is significant because many ESG strategies are shifting away from negative screening or divestment and toward strategies that look at how companies improve ESG scores over time. A merger arbitrage strategy that includes ESG risk factors in its decision-making could demonstrate a significant improvement in ESG scores in a portfolio in a two-year period.

    "We also show in our paper that a naive simple merger arb strategy where you are just putting money in all mergers shows some improvement in scores. The benefit is not as high as if you are doing it consciously, but it is present," Mr. Gurnani said.

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