Finance and Financial Management Commons^™

Predicting Market Trends: Effects Of Gdp And Pmi On Changes In Stock Closing Prices, Charley Renna

Student Scholar Symposium Abstracts and Posters

In an effort to learn more about the impact of certain economic variables on the stock market, I chose to analyze the impact that the Purchasing Managers’ Index and U.S. Gross Domestic Product have on three major stock indices: S&P 500, Dow Jones Industrial Average, and Nasdaq 100. The PMI is an index of the direction of economic trends in the manufacturing and services sector. Released on the first business day of every month, it consists of a diffusion index that summarizes whether market conditions are expanding, staying the same, or contracting. An index level greater than 50 percent suggests …

An Ai Approach To Measuring Financial Risk, Lining Yu, Wolfgang Karl Hardle, Lukas Borke, Thijs Benschop

Sim Kee Boon Institute for Financial Economics

AI artificial intelligence brings about new quantitative techniques to assess the state of an economy. Here, we describe a new measure for systemic risk: the Financial Risk Meter (FRM). This measure is based on the penalization parameter (λ" role="presentation" style="box-sizing: border-box; display: inline; font-style: normal; font-weight: normal; line-height: normal; font-size: 18px; text-indent: 0px; text-align: left; text-transform: none; letter-spacing: normal; word-spacing: normal; overflow-wrap: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; border: 0px; padding: 0px; margin: 0px; position: relative;">λλ) of a linear quantile lasso regression. The FRM is calculated by taking the average …

The Unexpected Activeness Of Passive Investors: A Worldwide Analysis Of Etfs, Si Cheng, Massimo Massa, Hong Zhang

Research Collection Lee Kong Chian School Of Business

The global ETF industry provides more complicated investment vehicles than low-cost index trackers. Instead, we find that the real investments of ETFs may deviate from their benchmarks to leverage informational advantages (which leads to a surprising stock-selection ability) and to help affiliated OEFs through cross-trading. These effects are more prevalent in ETFs domiciled in Europe. Moreover, ETF flows seem to respond to additional risk. These results have important normative implications for consumer protection and financial stability. (JEL G20)

Do Real Estate Agents Have Information Advantages In Housing Markets?, Sumit Agarwal, Jia He, Tien Foo Sing, Changcheng Song

Research Collection Lee Kong Chian School Of Business

We use a large housing transaction data set in Singapore to study whether real estate agents use information advantages to buy houses at bargain prices. Agents bought their own houses at prices that are 2.54% lower than comparable houses bought by other buyers. Consistent with information asymmetries, agent buyers have more information advantages in less informative environments, and agent buyers are more likely to buy houses from agent sellers. Agent discounts are from both “cherry picking” and bargaining power, and bargaining power contributes more to the agent discounts. Agents’ advantage consists in their information of available houses and previous purchase …

Long-Term Index Fund Ownership And Stock Returns, Ekkehart Boehmer, Wanshan Song, Ashish Tiwari, Zhe Zhang

Research Collection Lee Kong Chian School Of Business

We examine the implications of stock ownership by index funds for shareholder value. Consistent with recent findings that stock ownership by passive funds contributes to improved governance, we document a strong positive relation between the duration of passive fund holdings and subsequent stock performance. This positive relation is more pronounced for firms with recent poor performance, and for smaller firms and firms with higher allocation weights in passive funds’ portfolios. Our results support the view that index funds, although passive in their investment decisions, successfully contribute to long-term value creation by actively engaging with firms on matters of governance.

The Bluebox Practicum: Integrating Technology, Culture, And Academic Service-Learning, Charles Braymen, Dustin Ormond

Jesuit Higher Education: A Journal

Advancing education in marginalized communities has been more difficult compared to more privileged communities due to the lack of infrastructure, which in part results in an absence of educational materials. The BlueBox Project was created to minimize this divide by bringing a wealth of information to these communities. Using a small digital computer, faculty, staff, and students across many disciplines built the BlueBox, a stand-alone digital library which hosts an array of books, articles, educational games, and videos to inspire learning in a variety of subjects including science, technology, math, music, and literature. The BlueBox is powered by solar energy, …

European Central Bank Tools And Policy Actions A: Open Market Operations, Collateral Expansion And Standing Facilities, Chase P. Ross, Rosalind Z. Wiggins, Andrew Metrick

Journal of Financial Crises

Beginning in August 2007, the European Central Bank (ECB) responded to market turmoil with a variety of standard and non-standard monetary policy tools. This case discusses the operational framework of the ECB’s open market operation tools and standing facilities before and during the financial crisis. Specifically, this case describes the ECB’s use of its main refinancing and longer-term refinancing operations, the expansion of collateral eligible for use in Eurosystem credit operations, and the ECB’s standing facilities, including its marginal lending and deposit facilities.

Ireland And Iceland In Crisis C: Iceland’S Landsbanki Icesave, Arwin G. Zeissler, Thomas Piontek, Andrew Metrick

Journal of Financial Crises

At year-end 2005, almost all of the total assets of Iceland’s banking system were concentrated in just three banks (Glitnir, Kaupthing, and Landsbanki). These banks were criticized by certain financial analysts in early 2006 for being overly dependent on wholesale funding, much of it short-term, that could easily disappear if creditors’ confidence in these banks faltered for any reason. Landsbanki, followed later by Kaupthing and then Glitnir, responded to this criticism and replaced part of their wholesale funding by using online accounts to gather deposits from individuals across Europe. In Landsbanki’s case, these new deposits were marketed under the name …

Ireland And Iceland In Crisis A: Increasing Risk In Ireland, Arwin G. Zeissler, Karen Braun-Munzinger, Andrew Metrick

Journal of Financial Crises

Ireland went from being the poorest member of the European Economic Community in 1973 to enjoying the second highest per-capita income among European countries by 2007. Healthy growth in the 1990s eventually gave way to a concentrated boom in property-related lending in the 2000s. The growth in the aggregate loan balances of Ireland’s six major banks greatly exceeded the growth in gross domestic product (GDP); as a result, bank loan balances grew from 1.1 times GDP in 2000 to over 2.0 times GDP by 2007. Given the small size of the domestic retail depositor base, the Irish banks increasingly funded …

Irrational Exuberance: Panic Rooms And Flutters In Financial Markets, Vijay Fafat

Asian Management Insights

As the memory of the 2008 financial crash fades, there are cautionary thoughts on why we tend to overshoot in our optimism, and why even genius comes to grief in the face of capricious, mercurial capital markets.

The Role Of Social Trust In Times Of Crisis, Singapore Management University

Perspectives@SMU

Research shows social trust improves the resilience of firms to banking crises

Understanding The Fundamentals Of Freight Markets Volatility, Kian Guan Lim, Nikos K. Nomikos, Nelson Yap

Research Collection Lee Kong Chian School Of Business

We analyse empirically the drivers of freight market volatility. We use several macroeconomic and shipping-related factors that are known to affect the supply and demand for shipping and examine their impact on the term structure of freight options implied volatilities (IV). We find that the level of IVs is affected by the level of the spot rate, the slope of the forward curve, as well as by both demand and supply factors, especially the former. We demonstrate that the relation between the volatility of futures prices and the slope of the forward curve is non-monotonic and convex, that is, it …

Thinking Finance - The Comic Book, Dimitrios V. Siskos

Dimitrios V. Siskos

Thinking financially results in the best possible outcome and establishes a secure foundation for the future as an independent man. In contrast, thinking emotionally leads to short-sighted financial decisions and usually, deep regrets. However, thinking financially is not pleasant for the people around us. This comic book presents a guy, whose dream is to become an accountant. When he finally succeeds in this, he realizes that thinking financially may be effective for his boss but it is irritating for everyone else, even for his family.

Show Me The (Value Of) Money!, Singapore Management University

Perspectives@SMU

Plenty of adults are not financially literate. Teaching children early can make a big difference

Volatility Timing Under Low-Volatility Strategy, Poh Ling Neo, Chyng Wen Tee

Research Collection Lee Kong Chian School Of Business

The authors devise a volatility timing strategy based on statistical tests on the slope of the volatility decile portfolio return profile. Superior performance is obtained, with a 30% increase in Sharpe ratio and an order of magnitude improvement on cumulated wealth. The profitability of the volatility timing strategy can be attributed to holding a diversified portfolio during bear markets, while holding a concentrated growth portfolio during bull markets.

The World Predictive Power Of U.S. Equity Market Skewness Risk, Jian Chen, Fuwei Jiang, Shuyu Xue, Jiaquan Yao

Research Collection Lee Kong Chian School Of Business

This study investigates the cross-country impact of U.S. equity market skewness risk. We find that a large decrease in the U.S. market skewness significantly predicts higher future returns on international equity markets. The predictability remains significant after controlling for a set of U.S. and local forecasting variables. Furthermore, we find strong predictability in- an out-of-sample setting and the predictability delivers a large economic value. The U.S. market skewness also forecasts U.S. economic recessions and international market conditions, consistent with the international three-moment capital asset pricing model (three-moment CAPM) and the intertemporal capital asset pricing model (ICAPM).

Forecasting Realized Volatility Using A Nonnegative Semiparametric Model, Anders Eriksson, Daniel P. A. Preve, Jun Yu

Research Collection School Of Economics

This paper introduces a parsimonious and yet flexible semiparametric model to forecastfinancial volatility. The new model extends a related linear nonnegative autoregressive modelpreviously used in the volatility literature by way of a power transformation. It is semiparametric inthe sense that the distributional and functional form of its error component is partially unspecified.The statistical properties of the model are discussed and a novel estimation method is proposed.Simulation studies validate the new method and suggest that it works reasonably well in finitesamples. The out-of-sample forecasting performance of the proposed model is evaluated against anumber of standard models, using data on S&P 500 …

New Factor Structure Models And Idiosyncratic Volatility, Ossama Elhadary

Dissertations, Theses, and Capstone Projects

In this dissertation, I propose new factor structures that are based on the Fama-French style factors but include additional locations like the industry groups and the exchanges where the stocks are traded. I show that the stock returns are clustered around the industry groups and the exchanges. Idiosyncratic volatility calculated using the new factor structure models tend to be smaller than those calculated using the traditional Fama-French model. By sorting portfolios using the idiosyncratic volatility computed using the new factor models, a trader can gain larger profits compared to sorting the portfolio using the traditionally calculated idiosyncratic volatility.

Jpmorgan Chase London Whale H: Cross-Border Regulation, Arwin G. Zeissler, Andrew Metrick

Journal of Financial Crises

As a global financial service provider, JPMorgan Chase (JPM) is supervised by banking regulatory agencies in different countries. Bruno Iksil, the derivatives trader primarily responsible for the $6 billion trading loss in 2012, was based in JPM’s London office. This office was regulated both by the Office of the Comptroller of the Currency (OCC) of the United States (US) and by the Financial Services Authority (FSA), which served as the sole regulator of all financial services in the United Kingdom (UK). Banking regulators in the US and the UK have entered into agreements with one another to define basic parameters …

Jpmorgan Chase London Whale C: Risk Limits, Metrics, And Models, Arwin G. Zeissler, Andrew Metrick

Journal of Financial Crises

Value at Risk (VaR) is one of the most commonly used ways to measure and monitor market risk. At JPMorgan Chase (JPM), very large derivative positions established by Bruno Iksil in the Synthetic Credit Portfolio (SCP) caused the bank’s Chief Investment Office (CIO) to exceed its VaR limit for four days in a row in January 2012. In response, the CIO changed to a new VaR model on January 30, which appeared to immediately reduce VaR by half. However, JPM soon discovered that this new VaR model had not been properly implemented and the bank went back to using the …

Jpmorgan Chase London Whale A: Risky Business, Arwin G. Zeissler, Daisuke Ikeda, Andrew Metrick

Journal of Financial Crises

In December 2011, the Chief Executive Officer and Chief Financial Officer of JPMorgan Chase (JPM) instructed the bank’s Chief Investment Office to reduce the size of its Synthetic Credit Portfolio (SCP) during 2012, so that JPM could decrease its RiskWeighted Assets as the bank prepared to adopt the impending Basel III bank capital regulations. However, the SCP traders were also told to minimize the trading costs incurred to reduce Risk-Weighted Assets, while still maintaining the opportunity to profit from unexpected corporate bankruptcies. In an attempt to balance these competing objectives, head SCP derivatives trader Bruno Iksil suggested in January 2012 …

Time-Varying Contemporaneous Spillovers During The European Debt Crisis, Marinela Adriana Finta, Bart Frijins, Alireza Tourani-Rad

Research Collection Lee Kong Chian School Of Business

This paper considers contemporaneous spillover effects between Germany and four peripheral European countries that were most affected by the European Debt Crisis, and provides evidence of bidirectional spillovers among these equity markets. We document that there is asymmetry and time variation in contemporaneous spillovers. Particularly, contemporaneous return spillovers from Germany to the peripheral equity markets is higher than the other way around. We show that European Debt Crisis led to a decrease in the contemporaneous spillover effects.

Forecasting In Blockchain-Based Local Energy Markets, Michael Kostmann, Wolfgang Karl Hardle

Sim Kee Boon Institute for Financial Economics

Increasingly volatile and distributed energy production challenges traditional mechanisms to manage grid loads and price energy. Local energy markets (LEMs) may be a response to those challenges as they can balance energy production and consumption locally and may lower energy costs for consumers. Blockchain-based LEMs provide a decentralized market to local energy consumer and prosumers. They implement a market mechanism in the form of a smart contract without the need for a central authority coordinating the market. Recently proposed blockchain-based LEMs use auction designs to match future demand and supply. Thus, such blockchain-based LEMs rely on accurate short-term forecasts of …

International Welfare Spillovers Of National Pension Schemes, James Staveley-O'Carroll, Olena Staveley-O'Carroll

Economics Department Working Papers

We employ a two-country overlapping-generations model to explore the international dimension of household portfolio choices induced by the asymmetric provision of government-run pensions. We study the resulting patterns of risk-sharing and the corresponding welfare effects on both home and foreign agents. Introducing the defined benefits pay-as-you-go system at home increases the welfare of all other agents at the expense of the home workers and improves the degree of intergenerational risk sharing abroad. Conversely, a defined contributions system leads to welfare losses of both home cohorts accompanied by gains abroad, but does increase the extent of intergenerational risk sharing at home.

Institutional Management And Institutional Trading, Jingi Ha

Dissertations and Theses Collection (Open Access)

This dissertation consists of three papers in mutual fund governance or market microstructure that analyze the causal effect of board independence on mutual fund performance or the trading behavior of institutional trading and informed trading.

Chapter I studies how board independence affects fund performance, in relation to investment experience of independent directors. Using the SEC amendment in 2001 as an exogenous shock, I find that board independence does not improve or damage fund performance on average. When a fund board has independent directors with investment experience, however, it boosts fund performance. I also find that a fund manager is less …

Marginal Cost Of Risk-Based Capital And Risk-Taking, Tao Chen, Jing Rong Goh, Shinichi Kamiya, Pingyi Lou

Research Collection School Of Economics

We explore the impact of capital adequacy requirements on financial institutions' risk-taking behavior from a novel perspective. Specifically, we show that an important feature of the risk-based capital (RBC) system a built-in diversification benefit in aggregating risk categories induces moral hazard. We find that insurers that face lower marginal RBC costs of fixed-income (FI) investment tend to purchase riskier Fl securities. This relationship holds even when lower marginal RBC costs result from increased risk in other risk categories, which is an unintended consequence of the RBC's square root rule. Using Hurricanes Katrina and Sandy as exogenous shocks to the RBC …

Three Essays On Information Diffusion And Market Friction, Li Guo

Dissertations and Theses Collection (Open Access)

How markets impound information into asset prices is one of the most important concerns of financial economics. Due to behavioural bias and transaction friction, information could be mispriced in the real world, thus driving market anomalies and return predictability of behavioural factors. My dissertation contributes to the literature by investigating how information can be quantified, acquired, disseminated and priced in the financial market with the existence of market frictions.

In Chapter 2, we propose an efficient method based on machine learning and textual analysis to quantify cross industry news and shed light on how news travels across different industries. The …

Essays On Networks And Corporate Finance, Tatiana Salikhova

Graduate Theses and Dissertations

In my dissertation I explore how personal networks affect firms’ financial decisions. In the first essay, I study how social connections among divisional managers affect the capital allocation to divisions in diversified conglomerates. In contrast to the previous studies, I focus on the horizontal connections or connections formed among managers of the same level of corporate hierarchy. I show that connections among divisional managers lead to higher sensitivity of segment capital spending to segment’s growth opportunities, higher firm-level allocation efficiency and higher firm value. Additionally, firms tend to strategically assign better-connected managers to these segments, and connections help to reduce …

Effects Of Terrorism On The U.S. Stock Market: Evidence From High Frequency Data, Kyla Scanlon

Mahurin Honors College Capstone Experience/Thesis Projects

This paper investigates the effects that terrorist attacks and mass shootings had on the U.S. stock market, using high frequency intraday data to identify stock price and variability reactions in the hours after the attack. The impact that terrorist attacks had on price level variability was examined using the generalized autoregressive conditional heteroskedasticity (GARCH) model. The market reaction to domestic versus foreign attacks was examined to measure a potential for contagion across financial markets. The potential for flight-to-safety/quality and capital reallocation in response to terrorist attacks were measured using ordinary least squares (OLS) model, measuring the respective betas of small …

Robust Measures Of Earnings Surprises, Chin-Han Chiang, Wei Dai, Jianqing Fan, Harrison Hong, Jun Tu

Research Collection Lee Kong Chian School Of Business

Event studies of market efficiency measure an earnings surprise with the consensuserror (CE), defined as earnings minus the average of professional forecasts. Even if asubset of forecasts can be biased, the ideal but difficult to estimate parameter-dependentalternative to CE is a nonlinear filter of individual errors that adjusts for bias. We showthat CE is a poor parameter-free approximation for this ideal measure. The fractionof misses on the same side (FOM), by discarding the magnitude of misses, offers a farbetterapproximation. FOM performs particularly well against CE in predicting thereturns of US stocks, where bias is potentially large, than that of international …