Business Commons^™

Responsible Hedge Funds, Hao Liang, Lin Sun, Song Wee Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Hedge funds that endorse the United Nations Principles for Responsible Investment (PRI) underperform other hedge funds after adjusting for risk but attract greater investor flows, accumulate more assets, and harvest greater fee revenues. Consistent with an agency explanation, the underperformance is driven by PRI signatories with low environmental, social, and governance (ESG) exposures and is greater for hedge funds with poor incentive alignment. To address endogeneity, we exploit regulatory reforms that enhance stewardship and show that the ESG exposure and relative performance of signatory funds improve post reforms. Our findings suggest that some hedge funds endorse responsible investment to pander …

Essays On Performance Evaluation Of Portfolio Managers Of Mutual And Hedge Funds, Yuekun Liu

Graduate Theses and Dissertations

This dissertation consists of three essays focusing on the performance evaluation of portfolio managers of mutual and hedge funds. The first essay shows the performance of corporate bond mutual funds tends to be estimated using models with limited empirical validation. I test several models and find considerable variation in quality. That variation leads to meaningful differences with respect to the stylized facts of corporate bond fund performance. Using my preferred BENCH4 model—a novel model based on funds’ common benchmarks—I find average underperformance, substantial relative performance persistence, a small number of funds with positive alphas unattributable to luck, and positive alphas …

Do Alpha Males Deliver Alpha? Facial Width-To-Height Ratio And Hedge Funds, Yan Lu, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

An abundance of evidence relates facial width-to-height ratio (fWHR) to masculine behaviors in males. We show that hedge funds operated by high-fWHR managers underperform those operated by low-fWHR managers, bear greater downside risk, are more susceptible to fire sales, and fail more often. High-fWHR managers compensate for their underperformance by marketing their funds more aggressively, thereby garnering higher flows and fee revenues. By exploiting major personal events that shape testosterone, namely marriage and fatherhood, we trace the biological mechanism underlying the relation between fWHR and investment performance to circulating testosterone. Our findings are robust and extend to equity mutual funds.

Race And Hedge Funds, Yan Lu, Narayan Y. Naik, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

We find that minority operated funds deliver higher alphas, Sharpe ratios, and information ratios than do non-minority operated funds. Moreover, minority fund managers attended more selective schools, worked at higher status investment banks, and are more likely to hold post-graduate degrees. Yet, minority managers raise less start-up capital and attract lower investor flows. Racial homophily fuels investors' appetite for non-minority funds. To address endogeneity, we leverage on an event study of minority manager fund transitions and an instrumental variable analysis that exploits racial imprinting during childhood. The results suggest that minorities face significant barriers to entry in the hedge fund …

Active Factor Investing: Hedge Funds Versus The Rest Of Us, Jun Duanmu, Yongjia Li, Alexey Malakhov

Finance Faculty Publications and Presentations

We examine whether the success of hedge fund market timing strategies can be replicated. We develop a methodology for creating a portfolio of ETFs to capture risk factor exposures of market timing hedge funds identified using extant market timing measures. We find that the top market timing hedge funds outperform their ETF clone peers and the superior performance cannot be replicated. We show that the irreplicable market timing skills are more profound in certain hedge fund styles. Finally, we provide evidence that the success of market timing strategies is driven by non-cloneable hedge funds that possess managerial skills.

Hedge Funds And Their Prime Broker Analysts, Sung Gon Chung, Manoj Kulchania, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Are sell-side analysts reluctant to go against the investment views of their hedge funds when these hedge funds are their prime brokerage clients? We show that prime broker analysts tend to upgrade stocks recently bought by their clients. For stocks with upgraded recommendations, post-announcement cumulative abnormal returns are significantly lower for those purchased by the prime brokerage clients. Our results are stronger with high-dollar-turnover clients who generate more trading commissions. We also find that a hedge fund with a large bet on a stock has a stronger incentive to pressure the fund’s prime brokers to issue a favorable recommendation on …

Three Essays On The Performance Evaluation Of Actively Managed Investment Funds, Qing Yan

Graduate Theses and Dissertations

This dissertation investigates the performance of hedge funds and actively managed U.S. equity mutual funds.

The first chapter examines the relation between hedge funds and the low beta anomaly. Different conditions in the mutual fund and hedge fund industries should lead to different approaches with respect to the low beta anomaly. I find that, unlike most mutual funds, the average hedge fund tends to benefit considerably from the anomaly. About 2.3% per year of apparent alpha for the average hedge fund can be attributed to the low beta anomaly rather than manager skill. Low skill managers are the most reliant …

Hedge Fund Franchises, William Fung, David Hsieh, Narayan Naik, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

We investigate the growth strategies of hedge fund firms. We find that firms with successful first funds are able to launch follow-on funds that charge higher performance fees, set more onerous redemption terms, and attract greater inflows. Motivated by the aforementioned spillover effects, first funds outperform follow-on funds, after adjusting for risk. Consistent with the agency view, greater incentive alignment moderates the performance differential between first and follow-on funds. Moreover, multiple-product firms underperform single-product firms but harvest greater fee revenues, thereby hurting investors while benefitting firm partners. Investors respond to this growth strategy by redeeming from first funds of firms …

Capturing Hedge Fund Risk Factor Exposures: Hedge Fund Return Replication With Etfs, Jun Duanmu, Yongjia Li, Alexey Malakhov

Finance Faculty Publications and Presentations

We develop a new factor selection methodology of spanning the space of hedge fund risk factors with all available exchange traded funds (ETFs). We demonstrate the efficacy of the methodology with out-of-sample individual hedge fund return replication by ETF clone portfolios. This is consistent with our interpretation of ETF returns as proxies to risk factors driving hedge fund returns. We further consider portfolios of “cloneable” and “noncloneable” hedge funds, defined as top and bottom in-sample R² matches, and demonstrate that our ETF clone portfolios slightly outperform cloneable hedge funds out of sample.

How Smart Is Institutional Trading?, Jingi Ha, Jianfeng Hu

Research Collection Lee Kong Chian School Of Business

We estimate daily aggregate order flow at the stock level from all institutional investors as well as for hedge funds and the other institutions separately. We achieve this by extrapolating the relation between quarterly institutional ownership in 13F filings, aggregate market order imbalance in TAQ, and a representative group of institutional investors’ transaction data. We find that the estimated institutional order imbalance has positive price impact in the short term, which reverses in the long term. The “smart” order flow from hedge funds generates greater and more persistent price impact than the “dumb” order flow from all the other institutions. …

Basel Iii E: Synthetic Financing By Prime Brokers, Christian M. Mcnamara, Andrew Metrick

Journal of Financial Crises

Hedge funds rely on “prime brokerage” units within banks to provide leverage. With the enhanced capital requirements and new liquidity standards introduced by Basel III driving up the cost to banks of engaging in such financing, prime brokers have begun to offer an alternative means of providing hedge fund clients with leveraged exposure to securities. Known as synthetic financing, this alternative requires the prime broker to enter into derivatives contracts with the clients. Under the Basel III framework, the ability of banks to hedge and net such derivative positions results in capital and liquidity costs for synthetic financing that are …

Sensation Seeking And Hedge Funds, Stephen Brown, Yan Lu, Sugata Ray, Song Wee Melvyn Teo

Research Collection Lee Kong Chian School Of Business

We show that motivated by sensation seeking, hedge fund managers who own powerful sports cars take on more investment risk but do not deliver higher returns, resulting in lower Sharpe ratios, information ratios, and alphas. Moreover, sensation-seeking managers trade more frequently, actively, and unconventionally, and prefer lottery-like stocks. We show further that some investors are themselves susceptible to sensation seeking and that sensation-seeking investors fuel the demand for sensation-seeking managers. While investors perceive sensation seekers to be less competent, they do not fully appreciate the superior investment skills of sensation-avoiding fund managers.

Public Hedge Funds, Lin Sun, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Hedge funds managed by listed firms significantly under-perform funds managed by unlisted firms. The under-performance is more severe for funds with low manager deltas, poor governance, and no manager co-investment, or managed by firms whose prices are sensitive to earnings news. Notwithstanding the under-performance, listed asset management firms raise more capital, by growing existing funds and launching new funds post listing, and harvest greater fee revenues than do comparable unlisted firms. The results are consistent with the view that, for asset management firms, going public weakens the alignment between ownership, control, and investment capital, thereby engendering conflicts of interest.

Hedge Fund Vs. Non-Hedge Fund Institutional Demand And The Book-To-Market Effect, Mustafa Onur Caglayan, Umut Celiker, Gokhan Sonaer

Business Faculty Publications

Recent studies have documented that institutional investors trade contrary to the predictions of the book-to market anomaly. We examine whether a prominent sub-group of institutional investors, namely hedge funds, differ from other institutions in terms of their trading behavior with respect to the book-to-market effect. We find that hedge funds significantly alter their trading preferences with respect to growth and value stocks, after book-to-market values become public information. More importantly, we show that hedge funds are better able to identify overpriced growth stocks compared to other institutions. Our results contribute to the literature on institutional investors’ trading with respect to …

Do Alpha Males Deliver Alpha? Facial Structure And Hedge Funds, Yan Lu, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Facial structure as encapsulated by facial width-to-height ratio (fWHR) maps onto masculine behaviors in males and may positively relate to testosterone. We find that high-fWHR hedge fund managers underperform low-fWHR hedge fund managers by 5.83% per year after adjusting for risk. Moreover, funds operated by high-fWHR managers exhibit higher operational risk, suffer from a greater asset-liability mismatch, and are more likely to fail. We trace the underperformance to high-fWHR managers’ preference for lottery-like stocks and reluctance to sell loser stocks. The results are robust to adjustments for sample selection, marital status, sensation seeking, and manager race, and suggest that investors …

Hedge Fund Franchises, William Fung, David Hsieh, Narayan Y. Naik, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Duplicate, see https://ink.library.smu.edu.sg/lkcsb_research/5964/. We investigate the growth strategies of hedge fund firms. We find that firms with successful first funds are able to launch follow-on funds that charge higher performance fees, set more onerous redemption terms, and attract greater inflows. Motivated by the aforementioned spillover effects, first funds outperform follow-on funds, after adjusting for risk. The multiple-product growth strategy hurts investors while benefiting hedge fund firms; multiple-product firms underperform single-product firms but harvest greater fee revenues. Investors respond to this growth strategy by redeeming from first funds of firms with follow-on funds that do poorly. Moreover, skilled investors allocate …

Public Hedge Funds, Lin Sun, Song Wee Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Hedge funds managed by listed firms significantly underperform funds managed by unlisted firms. The underperformance is more severe for funds with low manager deltas, poor governance, and no manager co-investment, or managed by firms whose prices are sensitive to earnings news. Notwithstanding the underperformance, listed asset management firms raise more capital, by growing existing funds and launching new funds post listing, and harvest greater fee revenues than do comparable unlisted firms. The results are consistent with the view that, for asset management firms, going public weakens the alignment between ownership, control, and investment capital, thereby engendering conflicts of interest.

Public Hedge Funds, Lin Sun, Song Wee Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Hedge funds managed by listed firms significantly underperform funds managed by unlisted firms. The underperformance is more severe for funds with low manager deltas, poor governance, and no manager co-investment, or managed by firms whose prices are sensitive to earnings news. Notwithstanding the underperformance, listed asset management firms raise more capital, by growing existing funds and launching new funds post listing, and harvest greater fee revenues than do comparable unlisted firms. The results are consistent with the view that, for asset management firms, going public weakens the alignment between ownership, control, and investment capital, thereby engendering conflicts of interest.

Sensation-Seeking Hedge Funds, Stephen Brown, Yan Lu, Sugata Ray, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Using a novel dataset of hedge fund manager automobile purchases, we show that, motivated by sensation seeking, hedge fund managers often take risk for personal and non-pecuniary reasons. In line with the sensation seeking view, managers who own powerful sports cars take on more investment risk but do not deliver higher returns, resulting in lower Sharpe ratios. Moreover, funds managed by performance car owners exhibit higher operational risk and are more likely to fail. Performance car owners demonstrate other attributes associated with sensation seeking, such as a preference for lottery-like stocks, unconventional strategies, and active trading.

Limited Attention, Marital Events And Hedge Funds, Yan Lu, Sugata Ray, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

We explore the impact of limited attention by analyzing the performance of hedge fund managers who are distracted by marital events. We find that marriages and divorces are associated with significantly lower fund alpha, during the six-month period surrounding and the two-year period after the event. Busy managers who manage multiple funds and who are not part of a team are more affected by marital transitions. Inattentive managers place fewer active bets relative to their style peers, load more on index stocks, exhibit higher R-squareds with respect to systematic factors, and are more prone to the disposition effect.

Public Hedge Funds, Lin Sun, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

Hedge funds managed by listed firms significantly underperform funds managed by unlisted firms. The underperformance is more severe for funds with low manager deltas, poor governance, and no manager co-investment, or managed by firms whose prices are sensitive to earnings news. Notwithstanding the underperformance, listed firms raise more capital and harvest greater fee revenues than do comparable unlisted firms. The results cannot be explained by endogeneity, backfill bias, serial correlation, or manager manipulation, and are consistent with the view that, for asset management firms, going public weakens the alignment between ownership, control, and investment capital, thereby engendering conflicts of interest.

Short Selling Meets Hedge Fund 13f: An Anatomy Of Informed Demand, Yawen Jiao, Massimo Massa, Hong Zhang

Research Collection Lee Kong Chian School Of Business

The existing literature treats the short side (i.e., short selling) and the long side of hedge fund trading (i.e., fund holdings) independently. The two sides, however, complement each other: opposite changes in the two are likely to be driven by information, whereas simultaneous increases (decreases) of the two may be motivated by hedging (unwinding) considerations. We use this intuition to identify informed demand and document that it exhibits highly significant predictive power over returns (approximately 10% per year). We also find that informed demand forecasts future firm fundamentals, suggesting that hedge funds play an important role in information discovery. (C) …

Determinants Of Hedge Fund Performance, Jun Duanmu

Graduate Theses and Dissertations

This dissertation consists of three essays which focus on the determinants of hedge fund performance. The first essay defines two distinct styles of active portfolio management: alpha active and beta active. I develop measures of beta activity and find ample evidence that top beta active managers deliver superior out-of-sample performance. In addition, I find that beta activity measure successfully captures the time varying nature of beta exposures that can be interpreted as the common factor driving the long term out-of-sample predictive power of both Systematic Risk and R2.

The second essay attempt to span the space of potential risk factors …

Investcorp, Jeremy Kappes, Haynes King, Jamie Mattioli, Prasad Vaze, Timothy Kyle Benusa, Sam Gottwald, Thomas Arnold, Jeffrey S. Harrison

Robins Case Network

Investcorp is a publicly traded global alternative asset management company headquartered in Manama, Bahrain. It manages a huge hedge fund, along with other assets. The case describes Investcorp’s history, investment strategies, and major competitors. The company has a highly aggressive growth strategy, but it is also facing the retirement of its CEO.

Three Essays On Hedge Funds, Liping Qiu

Doctoral Dissertations

In Essay 1, we find that, on average, hedge funds decrease leverage prior to the beginning of the financial crisis, with leverage remaining below the pre-crisis levels. We also find that younger funds with lower current leverage and stricter fund governance are more likely to increase leverage following favorable performance; funds exposed to higher risk, higher management fee and higher current leverage tend to delever. Managers increase leverage in order to enhance future performance following superior returns only to be disappointed. We find mixed evidence on the performance difference between levered and unlevered funds, but levered funds do survive longer. …

An Evaluation Of Hedge Funds: Risk, Return And Pitfalls, Francis Koh, David K. C. Lee, Kok Fai Phoon

David LEE Kuo Chuen

Hedge funds are collective investment vehicles fast becoming popular with high net worth individuals as well as institutional investors. These are funds that are often established with a special legal status that allows their investment managers a free hand to use derivatives, short sell and exploit leverage to raise returns and cushion risk. Given that they have substantial latitude to invest, it is instructive to examine the performance of hedge funds as compared to other forms of managed funds. This paper provides an overview of hedge funds and discusses their empirical risk and return profiles. It also poses some concerns …

Three Essays On Investments, Xin Hong

Theses and Dissertations--Finance and Quantitative Methods

This dissertation consists of three essays on investments. The first essay examines the incidence, determinants, and consequences of hedge fund share restriction changes. This paper finds that nearly one in five hedge funds change their share restrictions (e.g., lockup) over the period of 2007-2012. Share restriction changes are not random. Fund’s asset illiquidity, liquidity risk, and performance are related to share restriction changes. A hazard model indicates that funds who actively manage liquidity concerns live longer by adjusting share restrictions. The paper examines whether changes in share restrictions create an endogeneity bias in the share illiquidity premium (Aragon, 2007) and …

Hedge Fund Managers Who Eschew Asset Gathering, Melvyn Teo

Research Collection BNP Paribas Hedge Fund Centre

Fund managers may eschew financial rewards for the non-pecuniary benefits from investment management. They may be highly focused on leaving a legacy of stellar returns when they retire and prefer to preserve their ability to generate those returns by staying small. Others may prefer to run small firms so as to devote more of their time and energy into investment activities as opposed to managing people. We empirically zero in on such managers by focusing on funds that have delivered superior returns but do not take advantage of their stellar performance track records to grow capital aggressively. We find that …

Growing The Asset Management Franchise: Evidence From Hedge Fund Firms, William Fung, David Hsieh, Narayan Y. Naik, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

We investigate the growth strategies of hedge fund firms. We find that firms with successful first funds are able to launch follow-on funds that charge higher performance fees, set more onerous redemption terms, and attract greater inflows. While first funds outperform follow-on funds, the superior performance of the former attenuates following the launch of the second fund. Multiple-product firms underperform single-product firms, but harvest greater fee revenues. Consequently, the multiple-product firm has become the dominant business model in the hedge fund industry.

Can Hedge Funds Time Liquidity?, Charles Cao, Yong Chen, Bing Liang, Andrew W. Lo

Research Collection BNP Paribas Hedge Fund Centre

We explore a new dimension of fund managers' timing ability by examining whether they can time market liquidity through adjusting their portfolios' market exposure as aggregate liquidity conditions change. Using a large sample of hedge funds, we find strong evidence of liquidity timing. A bootstrap analysis suggests that top-ranked liquidity timers cannot be attributed to pure luck. In out-of-sample tests, top liquidity timers outperform bottom timers by 4.0–5.5% annually on a risk-adjusted basis. We also find that it is important to distinguish liquidity timing from liquidity reaction, which primarily relies on public information. Our results are robust to alternative explanations, …