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Research Collection Lee Kong Chian School Of Business

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Full-Text Articles in Portfolio and Security Analysis

Relative Strength Over Investment Horizons And Stock Returns, Zhaobo Zhu, Xinrui Duan, Jun Tu Nov 2019

Relative Strength Over Investment Horizons And Stock Returns, Zhaobo Zhu, Xinrui Duan, Jun Tu

Research Collection Lee Kong Chian School Of Business

In this article, the authors propose a simple and novel measure of relative strength over investment horizons that synthesizes short- and intermediate-term price information. The relative-strength measure compares the short-term price trend with the intermediate-term price trend. The relative strength strategy generates substantial profits, which are greater than a simple sum of traditional short-term reversal and momentum profits. The superior performance of the relative strength strategy is evident after risk adjustments for various factor models and is robust across subperiods and different market conditions. These findings seem consistent with investor conservatism and the idea that investors are slow to adjust …

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Trust And Local Bias, Chi Shen Wei, Lei Zhang Oct 2019

Trust And Local Bias, Chi Shen Wei, Lei Zhang

Research Collection Lee Kong Chian School Of Business

This paper examines the effect of social trust on local bias. Our evidence suggests that institutional investors located in high-trust regions of the United States exhibit lower local bias. Moreover, we find that high-trust investors are better diversified, suggesting that trust helps accomplish greater diversification. The results are not due to firm, demographic, or local economic characteristics. Additional analysis reveals that the documented informational advantage in local holdings exists only in low-trust regions. We show that this finding is consistent with a trust explanation.

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The Flash Crash: A Cautionary Tale About Highly Fragmented Markets, Albert J. Menkveld, Bart Zhou Yueshen Oct 2019

The Flash Crash: A Cautionary Tale About Highly Fragmented Markets, Albert J. Menkveld, Bart Zhou Yueshen

Research Collection Lee Kong Chian School Of Business

A breakdown of cross-market arbitrage activity could make markets more fragile and result in price crashes. We provide suggestive evidence for this novel channel based on a high-frequency analysis of the most salient crash in recent history: The Flash Crash. We further show that such an event can be extremely costly for a large seller trading in a particular venue as the seller effectively relies on local liquidity supply only. These findings highlight the vulnerability of today's highly fragmented markets.

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Text Sophistication And Sophisticated Investors, Juha Joenvaara, Jari Karppinen, Song Wee Melvyn Teo, Cristian Ioan Tiu Aug 2019

Text Sophistication And Sophisticated Investors, Juha Joenvaara, Jari Karppinen, Song Wee Melvyn Teo, Cristian Ioan Tiu

Research Collection Lee Kong Chian School Of Business

We show that two novel measures of text sophistication, applied to hedge fund strategy descriptions, encapsulate incremental information about funds. Consistent with the linguistics literature, hedge funds with lexically diverse strategy descriptions outperform, eschew tail risk, and encounter fewer regulatory problems. In line with the literature, hedge funds with syntactically complex strategy descriptions report more regulatory violations and trigger more severe infractions. Fund investors recognize the dichotomy and direct flows accordingly, but not enough to erode away the alphas of lexically diverse funds. Our findings suggest that text sophistication measures provide texture on the cognitive ability and trustworthiness of sophisticated …

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Swaption Portfolio Risk Management: Optimal Model Selection In Different Interest Rate Regimes, Poh Ling Neo, Chyng Wen Tee Aug 2019

Swaption Portfolio Risk Management: Optimal Model Selection In Different Interest Rate Regimes, Poh Ling Neo, Chyng Wen Tee

Research Collection Lee Kong Chian School Of Business

We formulate a risk-based swaption portfolio management framework for profit-and-loss (P&L) explanation. We analyze the implication of using the right volatility backbone in the pricing model from a hedging perspective, and demonstrate the importance of incorporating stability and robustness measure as part of the calibration process for optimal model selection. We also derive a displaced-diffusion stochastic volatility (DDSV) model with a closed-form analytical expression to handle negative interest rates. Finally, we show that our framework is able to identify the optimal pricing model, which leads to superior P&L explanation and hedging performance.

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The Information Content Of Sudden Insider Silence, Claire Yurong Hong, Frank Weikai Li Aug 2019

The Information Content Of Sudden Insider Silence, Claire Yurong Hong, Frank Weikai Li

Research Collection Lee Kong Chian School Of Business

We present evidence of investors underreacting to the absence of events in financialmarkets. Routine-based insiders strategically choose to be silent when they possessprivate information not yet reflected in stock prices. Consistent with our hypothesis,insider silence following routine sell (buy) predict positive (negative) future return aswell as fundamentals. The return predictability of insider silence is stronger amongfirms with poor information environment and facing higher arbitrage costs, and alarge fraction of abnormal returns concentrates on future earnings announcements. Along-short strategy that exploits insiders’ strategic silence behavior generates abnormalreturns of 6% to 10% annually

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Momentum And Reversal: The Role Of Short Selling, Zhaobo Zhu, Xinrui Duan, Licheng Sun, Jun Tu Jul 2019

Momentum And Reversal: The Role Of Short Selling, Zhaobo Zhu, Xinrui Duan, Licheng Sun, Jun Tu

Research Collection Lee Kong Chian School Of Business

This paper investigates the relation between short selling and momentum. We document that a consistent momentum strategy that buys lightly shorted winners and sells heavily shorted losers exhibits strong short-term momentum and no long-term reversal. In contrast, an inconsistent momentum strategy that buys heavily shorted winners and sells lightly shorted losers experiences weak short-term momentum and persistent long-term reversal. Our results are robust after controlling for firm characteristics, proxy for short-sale constraints, and investor sentiment, as well as an exogenous shock (the Taxpayer Relief Act of 1997). These findings present a new challenge to existing theories of momentum that rely …

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Are Bond Ratings Informative? Evidence From Regulatory Regime Changes, Louis H. Ederington, Jeremy C. Goh, Yen Teik Lee, Lisa Zongfei Yang Jun 2019

Are Bond Ratings Informative? Evidence From Regulatory Regime Changes, Louis H. Ederington, Jeremy C. Goh, Yen Teik Lee, Lisa Zongfei Yang

Research Collection Lee Kong Chian School Of Business

The Dodd–Frank Act (Section 939B) enacted in 2010 repealed the exemption of credit rating agencies (CRAs) from Regulation Fair Disclosure. Testing whether CRAs continue to provide new information to the market after the repeal, the authors find that the significant prerepeal stock price responses to rating changes disappear after the regime change. Bond price reactions, however, remain significant. These results are even more significant at the investment–speculative boundary. Evidence suggests that CRAs served as a conduit for transmitting private information before the repeal and that the continued bond price reactions are likely due to regulations favoring higher-rated bonds.

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Sensation Seeking And Hedge Funds, Stephen Brown, Yan Lu, Sugata Ray, Song Wee Melvyn Teo Dec 2018

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.

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Robo-Advisors And Wealth Management, Kok Fai Phoon, Cher Chiew Francis Koh Dec 2018

Robo-Advisors And Wealth Management, Kok Fai Phoon, Cher Chiew Francis Koh

Research Collection Lee Kong Chian School Of Business

The recent rise of robo-advisors (RAs) has threatened the traditional fund and wealth management industry. RAs' assets under management (AUM) have risen manyfold through competitiveness on pricing, transparency and services and better expected returns linked to the use of quantitative finance and technology with less subjective human intervention. This article examines the postulation that RAs have an edge over traditional wealth managers. RAs can combine the judgement and computing resources of both human and machine, or bionic power, to provide alternative wealth management services to meet the diverse needs of private wealth clients. However, the authors expect traditional wealth managers …

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Commodity Return Predictability: Evidence From Implied Variance, Skewness And Their Risk Premia, Marinela Adriana Finta, Jose Renato Haas Ornelas Dec 2018

Commodity Return Predictability: Evidence From Implied Variance, Skewness And Their Risk Premia, Marinela Adriana Finta, Jose Renato Haas Ornelas

Research Collection Lee Kong Chian School Of Business

This paper investigates the role of realized and implied and their risk premia (variance and skewness) for commodities’ future returns. We estimate these moments from high frequency and commodity futures option data that results in forward-looking measures. Risk premia are computed as the difference between implied and realized moments. We highlight, from a cross-sectional and time series perspective, the strong positive relation between commodity returns and implied skewness. Moreover, we emphasize the high performance of skewness risk premium. Additionally, we show that their portfolios exhibit the best risk-return tradeoff. Most of our results are robust to other factors such as …

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Assessing The Effects Of Post-Crisis Regulatory Reforms On Liquidity In The Singapore Government Securities And Mas Bills Market, John M. Sequeira Nov 2018

Assessing The Effects Of Post-Crisis Regulatory Reforms On Liquidity In The Singapore Government Securities And Mas Bills Market, John M. Sequeira

Research Collection Lee Kong Chian School Of Business

The FSB initiated in 2017 an evaluation of the effects of post-crisis regulatory reforms, by developing a framework to assess whether the reforms are achieving their intended outcomes and identify any material unintended consequences. In tandem, MAS established an evaluation framework, which covers four broad impact areas, comprising FIs, financial markets, financial end-users and the broader financial landscape. Internationally, there have been particular concerns over whether post-crisis reforms may have impaired liquidity conditions in specific financial markets. We provide an assessment of the effects of the reforms on liquidity in a key market in Singapore, the SGS and MAS bills …

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Identifying Ineffective Monitors From Securities Class Action Lawsuits, Chi Shen Wei, Lei Zhang Oct 2018

Identifying Ineffective Monitors From Securities Class Action Lawsuits, Chi Shen Wei, Lei Zhang

Research Collection Lee Kong Chian School Of Business

We identify “ineffective” institutional monitors based on the prevalence of occurrences of securities class-action lawsuits in their overall portfolio. We find that firms with a higher representation of such institutional investors among the firms’ large shareholders have a greater likelihood of future litigation and experience more negative market reactions upon such litigation filings. These firms exhibit other unfavorable governance outcomes including poorer acquisitions and lower CEO turnover-performance sensitivity. We find suggestive evidence that ineffective monitoring may be a result of higher operational risk.

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Monitoring From Afar: Do Foreign Institutional Investors Deter Insider Trading?, Claire Yurong Hong, Frank Weikai Li, Qifei Zhu Sep 2018

Monitoring From Afar: Do Foreign Institutional Investors Deter Insider Trading?, Claire Yurong Hong, Frank Weikai Li, Qifei Zhu

Research Collection Lee Kong Chian School Of Business

This paper examines the disciplinary effect of foreign institutional investors on opportunistic insider trading. Using a novel global insider trading data set containing 35,557 firms from 26 countries over the period 2000-2015, we find that greater foreign institutional ownership significantly reduces the profitability of insider trading, above and beyond the effect of domestic institutional ownership. Using the exogenous variation in foreign institutional ownership induced by MSCI index inclusion, we show that the effect is causal. The impact of foreign investors is stronger in countries with weak insider trading regulations and poor institutional environments, and operates mainly through the monitoring channel, …

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Monitoring From Afar: Do Foreign Institutional Investors Deter Insider Trading?, Claire Yurong Hong, Frank Weikai Li, Qifei Zhu Sep 2018

Monitoring From Afar: Do Foreign Institutional Investors Deter Insider Trading?, Claire Yurong Hong, Frank Weikai Li, Qifei Zhu

Research Collection Lee Kong Chian School Of Business

This paper examines the disciplinary effect of foreign institutional investors on opportunistic insider trading. Using a novel global insider trading data set containing 35,557 firms from 26 countries over the period 2000-2015, we find that greater foreign institutional ownership significantly reduces the profitability of insider trading, above and beyond the effect of domestic institutional ownership. Using the exogenous variation in foreign institutional ownership induced by MSCI index inclusion, we show that the effect is causal. The impact of foreign investors is stronger in countries with weak insider trading regulations and poor institutional environments, and operates mainly through the monitoring channel, …

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Is Sell-Side Research More Valuable In Bad Times?, Roger Loh, René M. Stulz Jun 2018

Is Sell-Side Research More Valuable In Bad Times?, Roger Loh, René M. Stulz

Research Collection Lee Kong Chian School Of Business

Because uncertainty is high in bad times, investors find it harder to assess firm prospects and, hence, should value analyst output more. However, higher uncertainty makes analysts’ tasks harder so it is unclear if analyst output is more valuable in bad times. We find that, in bad times, analyst revisions have a larger stock-price impact, earnings forecast errors per unit of uncertainty fall, reports are more frequent and longer, and the impact of analyst output increases more for harder-to-value firms. These results are consistent with analysts working harder and investors relying more on analysts in bad times.

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The Competitive Landscape Of High-Frequency Trading Firms, Ekkehart Boehmer, Dan Li, Gideon Saar Jun 2018

The Competitive Landscape Of High-Frequency Trading Firms, Ekkehart Boehmer, Dan Li, Gideon Saar

Research Collection Lee Kong Chian School Of Business

We examine product differentiation in the high-frequency trading (HFT) industry, where the “products” are secretive proprietary trading strategies. We demonstrate how principal component analysis can be used to detect underlying strategies that are common to multiple HFT firms, and show that there are three product categories with distinct attributes. We study how HFT competition in each product category impacts the market environment, presenting evidence that indicates how it influences the short-horizon volatility of stocks as well as the viability of trading venues.

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Are Bond Ratings Informative? Evidence From Regulatory Regime Changes, Louis H. Ederington, Jeremy Goh, Yen Teik Lee, Lisa Yang May 2018

Are Bond Ratings Informative? Evidence From Regulatory Regime Changes, Louis H. Ederington, Jeremy Goh, Yen Teik Lee, Lisa Yang

Research Collection Lee Kong Chian School Of Business

The recent Dodd-Frank Act (Section 939B) enacted in 2010 repeals credit rating agencies’ (CRAs) exemption from Regulation Fair Disclosure. We test whether CRAs continue to provide new information to the market after the repeal. We find that the significant pre-repeal stock price responses to rating changes disappear after the regime change. Bond price reactions however remain significant. These results are even more significant at the investment-speculative boundary. Our evidence suggests that CRAs serve as a conduit for transmitting private information before the repeal. It also shows that regulatory constraint is a channel by which credit ratings affect cost of financing.

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Competing On Speed, Emiliano Sebastian Pagnotta, Thomas Philippon May 2018

Competing On Speed, Emiliano Sebastian Pagnotta, Thomas Philippon

Research Collection Lee Kong Chian School Of Business

We analyze trading speed and fragmentation in asset markets. In our model, trading venues make technological investments and compete for investors who choose where and how much to trade. Faster venues charge higher fees and attract speed-sensitive investors. Competition among venues increases investor participation, trading volume, and allocative efficiency, but entry and fragmentation can be excessive, and speeds are generically inefficient. Regulations that protect transaction prices (e.g., Securities and Exchange Commission trade-through rule) lead to greater fragmentation. Our model sheds light on the experience of European and U.S. markets since the implementation of Markets in Financial Instruments Directive and Regulation …

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Short Covering Trades, Ekkehart Boehmer, Truong X. Duong, Zsuzsa R. Huszar Apr 2018

Short Covering Trades, Ekkehart Boehmer, Truong X. Duong, Zsuzsa R. Huszar

Research Collection Lee Kong Chian School Of Business

Short sellers are known to have private information about security prices. Empirical evidence of short selling, however, is based on only half of short sellers’ trading activity; specifically, the opening of the position. Using disclosed large short position data from the Japanese stock market, we provide the first detailed evidence of covering trades and find a positive reaction to short covering that only partially reverses. While these results are consistent with substantial transaction costs for closing large short positions, they also reveal that some short sellers are privately informed about positive future events and have timing ability in covering positions.

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Do Alpha Males Deliver Alpha? Facial Structure And Hedge Funds, Yan Lu, Melvyn Teo Feb 2018

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 …

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Volume Information In Nikkei And Topix Futures Transactions, Chyng Wen Tee, Christopher Ting Dec 2017

Volume Information In Nikkei And Topix Futures Transactions, Chyng Wen Tee, Christopher Ting

Research Collection Lee Kong Chian School Of Business

According to the Kyle (1985) model of informed trading, information in trade size is likely to effect a permanent price impact. However, two prominent structural models in the literature do not include trade size in their framework. In this paper, we present a nesting relationship of major structural models and formulate a generalized model that includes all trade variables. A new measure to quantify the amount of information in the order flow is proposed. Our empirical analysis shows that it is indeed the "surprise" in trade size that contributes significantly in reflecting the price change of Nikkei and TOPIX futures.

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Hedge Fund Franchises, William Fung, David Hsieh, Narayan Y. Naik, Melvyn Teo Dec 2017

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 …

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Sell Side Benchmarks, Ohad Kadan, Leonardo Madureira, Rong Wang, Tzachi Zach Dec 2017

Sell Side Benchmarks, Ohad Kadan, Leonardo Madureira, Rong Wang, Tzachi Zach

Research Collection Lee Kong Chian School Of Business

Sell-side analysts employ different benchmarks when defining their stock recommendations. For example, a ‘buy’ for some brokers means the stock is expected to outperform its peers in the same sector (“sector benchmarkers”), while for other brokers it means the stock is expected to outperform the market (“market benchmarkers”), or just some absolute return (“total benchmarkers”). We explore the validity and implications of the adoption of these different benchmarks. Analysis of the relation between analysts’ recommendations and their long-term growth and earnings forecasts suggests that analysts indeed abide by their benchmarks: Sector benchmarkers rely less on across-industry information, and focus more …

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Are Capital Market Anomalies Common To Equity And Corporate Bond Markets?, Tarun Chordia, Amit Goyal, Yoshio Nozowa, Avanidhar Subrahmanyam, Qing Tong Aug 2017

Are Capital Market Anomalies Common To Equity And Corporate Bond Markets?, Tarun Chordia, Amit Goyal, Yoshio Nozowa, Avanidhar Subrahmanyam, Qing Tong

Research Collection Lee Kong Chian School Of Business

This paper studies whether the commonly analyzed equity return predictors also predict corporate bond returns. Bond markets do price risk, but are also susceptible to delayed information transmission relative to equities. Firm size and profitability are negatively priced while idiosyncratic volatility is positively priced, suggesting that large firms, more profitable firms and relatively less volatile firms are more attractive to bond investors, thus requiring lower returns. Consistent with a relatively sophisticated institutional clientele, bonds are efficiently priced in that none of the behaviorally-motivated variables provide profitable trading strategies after accounting for transactions costs, though some risk-based variables continue to do …

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Shades Of Darkness: A Pecking Order Of Trading Venues, Albert J. Menkveld, Bart Zhou Yueshen, Haoxiang Zhu Jun 2017

Shades Of Darkness: A Pecking Order Of Trading Venues, Albert J. Menkveld, Bart Zhou Yueshen, Haoxiang Zhu

Research Collection Lee Kong Chian School Of Business

We characterize the dynamic fragmentation of U.S. equity markets using a unique data set that disaggregates dark transactions by venue types. The "pecking order" hypothesis of trading venues states that investors "sort" various venue types, putting low-cost-low-immediacy venues on top and high-cost-high-immediacy venues at the bottom. Hence, midpoint dark pools on top, non-midpoint dark pools in the middle, and lit markets at the bottom. As predicted, following VIX shocks, macroeconomic news, and firms' earnings surprises, changes in venue market shares become progressively more positive (or less negative) down the pecking order. We further document heterogeneity across dark venue types and …

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Sensation-Seeking Hedge Funds, Stephen Brown, Yan Lu, Sugata Ray, Melvyn Teo Mar 2017

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.

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International Volatility Risk And Chinese Stock Return Predictability, Jian Chen, Fuwei Jiang, Yangshu Liu, Jun Tu Feb 2017

International Volatility Risk And Chinese Stock Return Predictability, Jian Chen, Fuwei Jiang, Yangshu Liu, Jun Tu

Research Collection Lee Kong Chian School Of Business

This paper investigates the predictive ability of international volatility risks for the daily Chinese stock market returns. We employ the innovations in implied volatility indexes of seven major international markets as our international volatility risk proxies. We find that international volatility risks are negatively associated with contemporaneous Chinese daily overnight stock returns, while positively forecast next-day Chinese daytime stock returns. The US volatility risk (ΔVIX) is particularly powerful in forecasting Chinese stock returns, and plays a dominant role relative to the other six international volatility measures. ΔVIX's forecasting power remains strong after controlling for Chinese domestic volatility and is robust …

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Limited Attention, Marital Events And Hedge Funds, Yan Lu, Sugata Ray, Melvyn Teo Dec 2016

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.

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Public Hedge Funds, Lin Sun, Melvyn Teo Dec 2016

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.

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