Finance and Financial Management Commons^™

The Liquidity Risk Of Liquid Hedge Funds, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

This paper evaluates hedge funds that grant favorable redemption terms to investors. Within this group of purportedly liquid funds, high net inflow funds subsequently outperform low net inflow funds by 4.79% per year after adjusting for risk. The return impact of fund flows is stronger when funds embrace liquidity risk, when market liquidity is low, and when funding liquidity, as measured by the Treasury-Eurodollar spread, aggregate hedge fund flows, and prime broker stock returns, is tight. In keeping with an agency explanation, funds with strong incentives to raise capital, low manager option deltas, and no manager capital co-invested are more …

Hedge Funds, Managerial Skill, And Macroeconomic Variables, Doron Avramov, Robert Kosowski, Narayan Y. Naik, Melvyn Teo

Research Collection BNP Paribas Hedge Fund Centre

Duplicate, see https://ink.library.smu.edu.sg/lkcsb_research/1867/. This paper evaluates hedge fund performance through portfolio strategies that incorporate predictability based on macroeconomic variables. Incorporating predictability substantially improves out-of-sample performance for the entire universe of hedge funds as well as for various investment styles. While we also allow for predictability in fund risk loadings and benchmark returns, the major source of investment profitability is predictability in managerial skills. In particular, long-only strategies that incorporate predictability in managerial skills outperform their Fung and Hsieh (2004) benchmarks by over 17 percent per year. The economic value of predictability obtains for different rebalancing horizons and alternative benchmark …

Consolidating Information In Option Transactions, Richard Holowczak, Jianfeng Hu, Liuren Wu

Research Collection Lee Kong Chian School Of Business

Underlying each stock trades hundreds of options at different strike prices and maturities. The order flows from these option transactions reveal important information about the underlying stock price. How to aggregate the trade information of different option contracts underlying the same stock presents an interesting and important question for developing microstructure theories and price discovery mechanisms in the derivatives markets. This paper takes options on QQQQ, the Nasdaq 100 tracking stock, as an example and examines different order flow consolidation mechanisms in terms of their effectiveness in extracting information about the underlying stock price and volatility movements. The analysis leads …

Hedge Funds, Managerial Skill, And Macroeconomic Variables, Doron Avramov, Robert Kosowski, Narayan Y. Naik, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

This paper evaluates hedge fund performance through portfolio strategies that incorporate predictability based on macroeconomic variables. Incorporating predictability substantially improves out-of-sample performance for the entire universe of hedge funds as well as for various investment styles. While we also allow for predictability in fund risk loadings and benchmark returns, the major source of investment profitability is predictability in managerial skills. In particular, long-only strategies that incorporate predictability in managerial skills outperform their Fung and Hsieh (2004) benchmarks by over 17% per year. The economic value of predictability obtains for different rebalancing horizons and alternative benchmark models. It is also robust …

Out-Of-Sample Industry Return Predictability: Evidence From A Large Number Of Predictors, David E. Rapach, Jack K. Strauss, Jun Tu, Guofu Zhou

Research Collection Lee Kong Chian School Of Business

We uncover extensive evidence of out-of-sample return predictability for industry portfolios based on a principal component approach that incorporates information from a large number of predictors. Moreover, we find substantial differences in the degree of return predictability across industries. To understand these differences, we propose a decomposition of out-of-sample industry return predictability into beta and alpha shares, where the former corresponds to a conditional beta pricing model. A conditional version of the popular Fama-French three-factor model accounts for nearly all out-of-sample industry return predictability, with exposures to time-varying market and size risk premiums especially important for explaining differences in return …

Monthly Seasonality In Emerging Market: Evidence From Bangladesh, Lutfur Rahman, Abu S. Amin

WCBT Faculty Publications

The presence of the seasonal anomaly in stock returns has been reported extensively in finance literature. This paper examines the presence of monthly anomaly in Dhaka Stock Exchange (DSE), the premier stock exchange of Bangladesh. Data used in the study include daily closing prices of DSE indices such as DSE all share prices index (DSI), DSE general index (DGEN) and DSE 20 index for a period of 01.01.2001-30.06.2010. Several hypotheses have been formulated; those hypotheses have been tested and dummy variable regression was used in the study. The result indicates that May and June returns are positive and statistically significant. …

An Investigation Into The Use Of Neural Networks For The Prediction Of The Stock Exchange Of Thailand, Suchira Chaigusin

Theses: Doctorates and Masters

Stock markets are affected by many interrelated factors such as economics and politics at both national and international levels. Predicting stock indices and determining the set of relevant factors for making accurate predictions are complicated tasks. Neural networks are one of the popular approaches used for research on stock market forecast. This study developed neural networks to predict the movement direction of the next trading day of the Stock Exchange of Thailand (SET) index. The SET has yet to be studied extensively and research focused on the SET will contribute to understanding its unique characteristics and will lead to identifying …

Markowitz Meets Talmud: A Combination Of Sophisticated And Naive Diversification Strategies, Jun Tu, Guofu Zhou

Research Collection Lee Kong Chian School Of Business

The modern portfolio theory pioneered by Markowitz (1952) is widely used in practice and extensively taught to MBAs. However, the estimated Markowitz portfolio rule and most of its extensions not only underperform the naive 1/N rule (that invests equally across N assets) in simulations, but also lose money on a risk-adjusted basis in many real data sets. In this paper, we propose an optimal combination of the naive 1/N rule with one of the four sophisticated strategies—the Markowitz rule, the Jorion (1986) rule, the MacKinlay and Pástor (2000) rule, and the Kan and Zhou (2007) rule—as a way to improve …

Would Price Limits Have Made Any Difference To The 'Flash Crash' On May 6, 2010, Wing Bernard Lee, Shih-Fen Cheng, Annie Koh

Research Collection School Of Computing and Information Systems

On May 6, 2010, the U.S. equity markets experienced a brief but highly unusual drop in prices across a number of stocks and indices. The Dow Jones Industrial Average (see Figure 1) fell by approximately 9% in a matter of minutes, and several stocks were traded down sharply before recovering a short time later. The authors contend that the events of May 6, 2010 exhibit patterns consistent with the type of "flash crash" observed in their earlier study (2010). This paper describes the results of nine different simulations created by using a large-scale computer model to reconstruct the critical elements …

Developing A Culturally Responsive Classroom Collaborative Of Faculty, Students, And Institution, Paul J. Colbert

MBA Faculty Conference Papers & Journal Articles

Culture is integral to the learning process. It is the organization and way of life within the community of students and teachers and directs the way they communicate, interact, and approach teaching and learning. Although founded in particular values and principles, the academy, like most organizations, is impacted day-to-day by its culture. Yet, the traditional higher education institution has not been designed to operate within a racially or ethnically diverse student population. The social, political, economic, and cultural forces that support the institution influence the teaching and learning environments. To better address cultural diversity in the classroom, faculty must first …

The Initial And Aftermarket Performance Of Ipos In An Emerging Market : The Case Of Malaysian Stock Exchange., Ricky Wong Baan Wahh

Student Works (2010-2019)

The study of initial public offering (IPO) underpricing and its post-listing underperformance has been one of those issues that are never laid to rest. The ongoing quest for the reasons behind IPO underpricing and its subsequent poor post-listing returns is what motivates this paper to study these anomalous market behaviours in an emerging market setting such as Malaysia. The primary purpose of this paper is to analyze the existence and magnitude of the underpricing phenomenon and post listing performance of IPOs listed in Bursa Malaysia from 1998 to 2008. Moreover, this study aims to provide an insight primarily into the …

Bayesian Analysis Of Structural Credit Risk Models With Microstructure Noises, Shirley J. Huang, Jun Yu

Research Collection Lee Kong Chian School Of Business

In this paper a Markov chain Monte Carlo (MCMC) technique is developed for the Bayesian analysis of structural credit risk models with microstructure noises. The technique is based on the general Bayesian approach with posterior computations performed by Gibbs sampling. Simulations from the Markov chain, whose stationary distribution converges to the posterior distribution, enable exact finite sample inferences of model parameters. The exact inferences can easily be extended to latent state variables and any nonlinear transformation of state variables and parameters, facilitating practical credit risk applications. In addition, the comparison of alternative models can be based on devian information criterion …

Do Foreign Institutions Improve Stock Liquity?, Chi Shen Wei

Research Collection Lee Kong Chian School Of Business

This paper examines whether capital flows by foreign institutions improve liquidity in domestic markets. I find that stocks with increased foreign institutional ownership subsequently experience higher liquidity. However, it is difficult to interpret this evidence as a causal relation because institutions tend to self-select into more liquid stocks. To solve this problem, I exploit the 2003 US dividend tax cut as a natural experiment. The results from a 2SLS (IV) regression confirm that liquidity improved more in dividend-paying stocks located in US tax-treaty countries compared to similar stocks located in non-treaty countries. These patterns are consistent with the notion that …

Would Position Limits Have Made Any Difference To The 'Flash Crash' On May 6, 2010, Wing Bernard Lee, Shih-Fen Cheng, Annie Koh

Research Collection School Of Computing and Information Systems

On May 6, 2010, the US equity markets experienced a brief but highly unusual drop in prices across a number of stocks and indices. The Dow Jones Industrial Average (DJIA) fell by approximately 9% in a matter of minutes, and several stocks were traded down sharply before recovering a short time later. Earlier research by Lee, Cheng and Koh (2010) identified the conditions under which a “flash crash” can be triggered by systematic traders running highly similar trading strategies, especially when they are “crowding out” other liquidity providers in the market. The authors contend that the events of May 6, …

Corporate Transparency, Private Information And Stock Price Synchronicity., Mohammed Sharaf Mohsen Shaiban

Student Works (2010-2019)

The issue of stock price synchronicity as a measure of stock price informativeness has recently attracted much research attention. Using cross-country data from 40 countries, this study investigates the relationship between corporate transparency (measured by reporting timeliness, financial analyst following and credibility of disclosures) and stock price synchronicity. In addition, this study investigates the moderating effects of reporting timeliness on the relationship between financial analyst and credibility of disclosures and stock price synchronicity. Specifically, it examines whether the relationship between financial analysts and disclosure credibility and stock price synchronicity is stronger or weaker given the range of timeliness of financial …

International Diversification With Factor Funds, Cheol S. Eun, Sandy Lai, Frans A. De Roon, Zhe Zhang

Research Collection Lee Kong Chian School Of Business

We propose a new investment strategy employing “factor funds” to systematically enhance the mean-variance efficiency of international diversification. Our approach is motivated by the increasing evidence that size (SMB), book-to-market (HML), and momentum (MOM) factors, along with the market factor, adequately describe international stock returns, and by the direct link between investors’ portfolio choice problems and international asset pricing theories and tests. Using data from ten developed countries during the period 1981-2008, we show that the “augmented” optimal portfolio involving local factor funds substantially outperforms the “benchmark” optimal portfolio comprising country market indices only as measured by their portfolio Sharpe …

Price Movers On The Stock Exchange Of Thailand: Evidence From A Fully Automated Order-Driven Market, Charlie Charoenwong, David K. Ding, Nattawut Jenwittayaroje

Research Collection Lee Kong Chian School Of Business

This study examines trade sizes used by informed traders. The selected sample includes 73 active stocks from the Stock Exchange of Thailand (SET), a pure limit order market, that cover two distinct market conditions of a bull and bear market. Using intraday data, the study finds that large sized trades (i.e., larger than the 75th percentile) account for a disproportionately large impact on changes in traded and quoted prices. This finding compares with the results of studies conducted on U.S. markets that show informed traders employ trade sizes falling between the 40th and 95th percentiles (Barclay and Warner 1993; Chakravarty …

A Dynamic Model For The Forward Curve, Choong Tze Chua, Foster Dean, Krishna Ramaswamy, Robert Stine

Research Collection Lee Kong Chian School Of Business

This article develops and estimates a dynamic arbitrage-free model of the current forward curve as the sum of (i) an unconditional component, (ii) a maturity-specific component and (iii) a date-specific component. The model combines features of the Preferred Habitat model, the Expectations Hypothesis (ET) and affine yield curve models; it permits a class of low-parameter, multiple state variable dynamic models for the forward curve. We show how to construct alternative parametric examples of the three components from a sum of exponential functions, verify that the resulting forward curves satisfy the Heath-Jarrow-Morton (HJM) conditions, and derive the risk-neutral dynamics for the …

Incorporating Economic Objectives Into Bayesian Priors: Portfolio Choice Under Parameter Uncertainty, Jun Tu, Guofu Zhou

Research Collection Lee Kong Chian School Of Business

This paper proposes a way to allow Bayesian priors to reflect the objectives of an economic problem. That is, we impose priors on the solution to the problem rather than on the primitive parameters whose implied priors can be backed out from the Euler equation. Using monthly returns on the Fama-French 25 size and book-to-market portfolios and their 3 factors from January 1965 to December 2004, we find that investment performances under the objective-based priors can be significantly different from those under alternative priors, with differences in terms of annual certainty-equivalent returns greater than 10% in many cases. In terms …

The Liquidity Risk Of Liquid Hedge Funds, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

This paper evaluates hedge funds that grantfavorable redemption terms to investors. Within this group of purportedlyliquid funds, high net inflow funds subsequently outperform low net inflowfunds by 4.79% per year after adjusting for risk. The return impact of fundflows is stronger when funds embrace liquidity risk, when market liquidity islow, and when funding liquidity, as measured by the Treasury-Eurodollar spread,aggregate hedge fund flows, and prime broker stock returns, is tight. Inkeeping with an agency explanation, funds with strong incentives to raisecapital, low manager option deltas, and no manager capital co-invested are morelikely to take on excessive liquidity risk. These results …

Reference Point Adaptation And Disposition Effect: Evidence From Institutional Trading, Chiraphol N. Chiyachantana, Zongfei Yang

Research Collection Lee Kong Chian School Of Business

Using a large proprietary database of institutional trades, we investigate whether, and to what extent, the dynamic adaptation of reference point translates into variations in the disposition effect, and establish three key results. First, the propensity to realize losses declines sharply with the magnitude of prior losses due to insufficient adaptation of reference point. Second, recent adverse information accelerates investors’ adaptation to price depreciation and increases investors’ willingness to realize losses. Finally, a priori of losing money in highly speculative investments decreases investors’ aversion to realize losses. Collectively, the findings suggest that both prior outcomes and recent expectations contribute to …

Investor Diversification And The Pricing Of Idiosyncratic Risk, Fangjian Fu

Research Collection Lee Kong Chian School Of Business

Theories predict that, due to investor under-diversification, idiosyncratic risk is positively priced in expected stock returns. Empirical studies based on various methodologies yield mixed evidence. This study circumvents the debate on methodological issues and traces the pricing of idiosyncratic risk to its economic source – investor under-diversification. Assuming that institutional investors tend to hold more diversified portfolios and thus care little about idiosyncratic risk relative to individual investors, we find that the positive relation between idiosyncratic risk and stock returns is significantly stronger (weaker) in stocks that are held and traded more by individual (institutional) investors. In addition, the pricing …

How Predictable Is The Chinese Stock Market?, Fuwei Jiang, David E. Rapach, Jack K. Strauss, Jun Tu

Research Collection Lee Kong Chian School Of Business

We analyze return predictability for the Chinese stock market, including the aggregate market portfolio and the components of the aggregate market, such as portfolios sorted on industry, size, book-to-market and ownership concentration. Considering a variety of economic variables as predictors, both in-sample and out-of-sample tests highlight significant predictability in the aggregate market portfolio of the Chinese stock market and substantial differences in return predictability across components. Among industry portfolios, Finance and insurance, Real estate, and Service exhibit the most predictability, while portfolios of small-cap and low ownership concentration firms also display considerable predictability. Two key findings provide economic explanations for …

Investment Performance Of Domestic And International Equity Funds In Malaysia., Choo Chih Tung

Student Works (2010-2019)

The a exploration on the performance of the unit trust funds in Malaysia is becoming more and more important nowadays as there is an increased demand and it is perceived to be able to provide better returns by diversifying its investment portfolio. This study focus on the excess returns provided by the unit trust funds when compare with the four market indexes. The returns from both Domestic Equity Funds and International Equity Funds were compare with the Bursa Malaysia (KLCI), Morgan Stanley World Index (MXWO), Morgan Stanley Asia Pacific ex-Japan (MXAPJ) and Europe, Australia and Far East Index (MXEA).

The …

Pricing Options In An Extended Black Scholes Economy With Illiquidity: Theory And Empirical Evidence, Umut Cetin, Robert Jarrow, Mitchell Protter, Mitchell Warachka

Research Collection Lee Kong Chian School Of Business

This article studies the pricing of options in an extended Black Scholes economy in which the underlying asset is not perfectly liquid. The resulting liquidity risk is modeled as a stochastic supply curve, with the transaction price being a function of the trade size. Consistent with the market microstructure literature, the supply curve is upward sloping with purchases executed at higher prices and sales at lower prices. Optimal discrete time hedging strategies are then derived. Empirical evidence reveals a significant liquidity cost intrinsic to every option. [PUBLICATION ABSTRACT]

An Analysis Of Extreme Price Shocks And Illiquidity Among Systematic Trend Followers, Bernard Lee, Shih-Fen Cheng, Annie Koh

Research Collection Lee Kong Chian School Of Business

We construct an agent-based model to study the interplay between extreme price shocks and illiquidity in the presence of systematic traders known as trend followers. The agent-based approach is particularly attractive in modeling commodity markets because the approach allows for the explicit modeling of production, capacities, and storage constraints. Our study begins by using the price stream from a market simulation involving human participants and studies the behavior of various trend-following strategies, assuming initially that their participation will not impact the market. We notice an incremental deterioration in strategy performance as and when strategies deviate further and further from the …

Collective Investments For Pension Savings: Lessons From Singapore's Central Provident Fund Scheme, Benedict S. Koh, Olivia S. Mitchell, Joelle H. Y. Fong

Research Collection Lee Kong Chian School Of Business

Singapore's mandatory national defined contribution pension system permits participants to invest their retirement savings in a wide range of investment instruments if they wish, rather than leaving their savings in Central Provident Fund (CPF) accounts to earn interest rates by default. This article asks whether workers seeking to earn higher returns can expect to do better than the CPF-managed default, by moving their money into professionally managed unit trusts. We use historical data to investigate whether fund managers possess superior stock picking and market timing skills, as well as whether they exhibit persistence in performance and offer diversification benefits to …

Portfolio Selection Under Distributional Uncertainty: A Relative Robust Cvar In Portfolio Management, Dashan Huang, Shushang Zhu, Frank Fabozzi, Masao Fukushima

Research Collection Lee Kong Chian School Of Business

Robust optimization, one of the most popular topics in the field of optimization and control since the late 1990s, deals with an optimization problem involving uncertain parameters. In this paper, we consider the relative robust conditional value-at-risk portfolio selection problem where the underlying probability distribution of portfolio return is only known to belong to a certain set. Our approach not only takes into account the worst-case scenarios of the uncertain distribution, but also pays attention to the best possible decision with respect to each realization of the distribution. We also illustrate how to construct a robust portfolio with multiple experts …

Selective Intervention And Economic Re-Engineering: Lessons Form Singapore's Parks In Indonesia And India, Caroline Yeoh, Siang Yeung Wong

Research Collection Lee Kong Chian School Of Business

No abstract provided.

Is Regime Switching In Stock Returns Important In Portfolio Decisions?, Jun Tu

Research Collection Lee Kong Chian School Of Business

The stock market displays regime switching between upturns and downturns. This paper provides a Bayesian framework for making portfolio decisions that takes this regime switching into account, together with asset pricing model uncertainty and parameter uncertainty. The findings reveal that the economic value of accounting for regimes is substantially independent of whether or not model and parameter uncertainties are incorporated: the certainty-equivalent losses associated with ignoring regime switching are generally above 2% per year and can be as high as 10%. These results suggest that the more realistic regime switching model is fundamentally different from the commonly used single-state model, …