Finance and Financial Management Commons^™

Intraday Algorithmic Trading Using Momentum And Long Short-Term Memory Network Strategies, Andrew R. Whitinger Ii

Undergraduate Honors Theses

Intraday stock trading is an infamously difficult and risky strategy. Momentum and reversal strategies and long short-term memory (LSTM) neural networks have been shown to be effective for selecting stocks to buy and sell over time periods of multiple days. To explore whether these strategies can be effective for intraday trading, their implementations were simulated using intraday price data for stocks in the S&P 500 index, collected at 1-second intervals between February 11, 2021 and March 9, 2021 inclusive. The study tested 160 variations of momentum and reversal strategies for profitability in long, short, and market-neutral portfolios, totaling 480 portfolios. …

Project Foresight Annual Report, 2020-2021, Paul J. Speaker

Faculty & Staff Scholarship

Project FORESIGHT is a business-guided self-evaluation of forensic science laboratories across the globe. The participating laboratories represent local, regional, state, and national agencies. Economics, accounting, finance, and forensic faculty provide assistance, guidance, and analysis. Laboratories participating in Project FORESIGHT have developed standardized definitions for metrics to evaluate work processes, linking financial information to work tasks, and functions. Laboratory managers can then assess resource allocations, efficiencies, and value of services—the mission of Project FORESIGHT is to measure, preserve what works, and change what does not.

The benchmark data for the 2020-2021 performance period includes laboratory submissions for a variety of fiscal …

Risk-Return Dynamics Using Leveraged Etf Options, Eliza Wampler

Undergraduate Honors Theses

This study uses barbell strategies on the S&P 500 and the NASDAQ 100 to explore if funds invested primarily in fixed income assets with a portion of the investment placed in in-the-money call options can participate in upside potential, while also reducing risk. This study examines call options on the underlying indexes as well as their leveraged, 2x and 3x, counterparts. The barbell strategy studied, 88% in fixed income bonds and 12% in call options, does not have a higher return than the underlying index, and adds additional risk. However, a weighted portfolio with combinations of a risk-free asset and …

The Relationship Between Twitter Mentions & Stock Volatility During Trading Hours, Connor Day

Undergraduate Honors Theses

A new paradigm in investing has been created where people have easier access than ever to invest in the stock market from the convenience of their phones. Through zero-commission trading apps, like Robinhood, less starting capital is required. This research is used to investigate the relationship between the frequency of social media mentions on Twitter and a particular stock’s volatility. This will be done using the qualitative data analyzing tool AtlasTi to calculate the frequency in which a particular stock ticker is mentioned on Twitter during trading hours. The volatility of the stock will be calculated using data from Yahoo! …

Accounting Internship Thesis - Koch Industries, Casey Rivero

Accounting Undergraduate Honors Theses

This thesis outlines my accounting internship experience with Koch Industries during the summer of 2021. It describes the company's background, explains my role and responsibilities throughout the summer, and details the tools and technology I worked with. This thesis shows what is to be expected of the present day accountant and bridges the gap between university course material and real-life corporate application.

Conway Properties Llc, Cody Conway

Accounting Undergraduate Honors Theses

This thesis shows the business model for Conway Properties, LLC.

A Black-Scholes User's Guide To The Bachelier Model, Jaehyuk Choi, Minsuk Kwak, Chyng Wen Tee, Yumeng Wang

Research Collection Lee Kong Chian School Of Business

To cope with the negative oil futures price caused by the COVID-19 recession, global commodity futures exchanges switched the option model from Black-Scholes to Bachelier in April 2020. This study reviews the literature on Bachelier's pioneering option pricing model and summarizes the practical results on volatility conversion, risk management, stochastic volatility, and barrier options pricing to facilitate the model transition. In particular, using the displaced Black-Scholes model as a model family with the Black-Scholes and Bachelier models as special cases, we not only connect the two models but also present a continuous spectrum of model choices.

Market Manipulation Around Seasoned Equity Offerings: Evidence Prior To The Global Financial Crisis Of 2007-2009, Charlie Charoenwong, Kuan Yong David Ding, Ping Wang

Research Collection Lee Kong Chian School Of Business

Since the adoption of the SEC’s Rule 10b-21 in 1988, many researchers have been concerned over the effectiveness of short sales constraints in preventing manipulative trading in the derivatives market. We analyze whether options can be used as synthetic short sale instruments to manipulate stock prices before a seasoned equity offer. Due to the existence of strict short sales constraints in the equity market and market makers’ anticipation of manipulative trading, it would be very costly for a manipulator to drive stock prices down artificially either by short selling in the equity market or by using synthetic short sales in …

Can Shorts Predict Returns? A Global Perspective, Ekkehart Boehmer, Zsuzsa R. Huszar, Yanchu Wang, Xiaoyan Zhang, Xinran Zhang

Research Collection Lee Kong Chian School Of Business

Using multiple short-sale measures, we examine the predictive power of short sales for future stock returns in 38 countries from July 2006 to December 2014. We find that the days-to-cover ratio and the utilization ratio measures have the most robust predictive power for future stock returns in the global capital market. Our results display significant cross-country and cross-firm differences in the predictive power of alternative short-sale measures. The predictive power of shorts is stronger in countries with nonprohibitive short sale regulations and for stocks with relatively low liquidity, high shorting fees, and low price efficiency.

Inflation And Ukraine War Make It Challenging For Our Beloved Value Stores To Survive, Aurobindo Ghosh, Taimur Baig

Research Collection Lee Kong Chian School Of Business

In a joint commentary, SMU Assistant Professor of Finance (Education) and Principal Investigator of DBS-SKBI Singapore Index of Inflation Expectations Project Aurobindo Ghosh and Chief Economist and Managing Director at DBS Bank Dr Taimur Baig discussed how global inflationary pressures and rising commodity prices due to war in Ukraine and sanctions against Russia are culminating into a perfect storm and making it challenging for value stores to survive. They also gave advice on what value stores can do to survive this perfect storm.

Do Board Diversity And Gender Quotas Affect Firm Value? Evidence From California Assembly Bill No. 979, Emily Kelleen Blake, Sepideh Raei, Katarzyna A. Bilicka, Todd Griffith

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

We analyze the stock market reaction and returns for California-headquartered companies following the announcement of AB 979 (California Assembly Bill 979) that was signed into effect on September 30th, 2020. AB 979 requires public firms headquartered in California to meet board gender and diversity quotas by December 31st, 2021. Cumulative abnormal returns in a [-1, +1] event window average a 0.98% abnormal return as benchmarked against all publicly traded firms and a 1.29% abnormal return when benchmarked against our control group (of firms headquartered outside of California). California headquartered firms with exclusively male boards had a larger cumulative abnormal return …

A Machine Learning Approach To Stochastic Optimal Control, Pablo Ever Avalos

Open Access Theses & Dissertations

Merton's portfolio optimization problem is a well-renowned problem in financial mathematics which seeks to optimize the investment decision for an investor. In the simplest situation, the market consists of a risk-less asset (i.e. a bond) that pays back a relatively low interest rate, and a risky asset (i.e. a stock) that follows a geometric Brownian motion. The optimal allocation strategy of the investor's wealth is found by optimizing the expected utility along the stochastic evolution of the market. This thesis focuses on several different applications of this optimization problem. We look at pre-constructed analytical solutions and showcase the results. We …

Essays On Employee Litigaiton Risk, Adrian Tippit

Open Access Theses & Dissertations

This dissertation examines the valuation effects of a legislative shock to employee litigation rights, as well as the mediating effects of pre-existing employee rights.The first chapter examines the valuation effects of the Passage of the Lilly Ledbetter Fair Pay Act, an act that increases employee litigation rights related to demographic-based discriminatory compensation filings. We find that firms with relatively fewer women in their workforce exhibit a significant negative three-day abnormal return of 0.61% around the passage of the Lilly Act. In contrast, we find that firms with relatively more women in their workforce do not exhibit a significant abnormal return. …

The Effect Of Conditional Volatility, Skewness, And Excess Kurtosis On Interest Rates, Sarah H. Al Talafha

LSU New Orleans Theses and Dissertations

This paper examines the lognormality assumption of per capita, real consumption growth, which is a common assumption in asset pricing models. We found that shocks to household consumption growth are persistent, negatively skewed, and have excess kurtosis. Therefore, we revisited the fundamental relation between expected growth and the real risk-free rate, assuming a non-Gaussian distribution of consumption growth, and found a robust positive association between real consumption growth and real risk-free interest rate, and a negative relationship between macroeconomic uncertainty and real rates, although less in magnitude, which is consistent with both intertemporal smoothing and precautionary savings. This paper offers …

The Relationship Between Political Contributions And Federal Earmarks And The Impact Of State-Owned Enterprises On U.S. Competition, Tahsin I. Huq

LSU New Orleans Theses and Dissertations

With the reintroduction of hard earmarks in the U.S., it is essential to understand the factors that drive earmark receipt. Legislative earmarks have historically represented a significant source of revenue for several firms. We examine the relationship between political expenditure, federal earmarks, and subsequent firm performance. Using a sample of earmarks from 2008-2010 Appropriations bills, we demonstrate that Political Action Committee (PAC) contributions by firms to Senators and Representatives strongly predict both the size and number of earmarks directed to these companies. We also show that PAC contributions to a member of Congress increase the probability that a politician writes …

A Case For Improved Financial Literacy Education In The United States, Nicholas Kinsella

Honors Scholar Theses

The purpose of this paper was to analyze what financial literacy is and explain in detail the shortfalls that the United States is currently facing in their financial literacy education. This paper will lay out the movement of states and colleges including more personal finance curriculum in their graduation requirements, why a financial literate population is important to topics such as managing student loan debt, retirement planning, professional development, and mental health among others. It will then conclude covering ways to improve current financial literacy education strategies with technology, experiential learning, and transparency.

2022 Private Capital Markets Report, Craig R. Everett

Pepperdine Private Capital Markets Report

The Pepperdine private cost of capital survey was originally launched in 2007 and is the first comprehensive and simultaneous investigation of the major private capital market segments. This year’s survey specifically examined the behavior of senior lenders, asset‐based lenders, mezzanine funds, private equity groups, venture capital firms, angel investors, privately‐held businesses, investment bankers, business brokers, limited partners, and business appraisers. The Pepperdine survey investigated, for each private capital market segment, the important benchmarks that must be met in order to qualify for capital, how much capital is typically accessible, what the required returns are for extending capital in today’s economic …

The Optimal Cross-Border Network Structure Of Chinese Commercial Banks — An Analysis Based On The New Structural Economics And New Structural Finance Theory, Hongjie Gu

Fordham Dissertations and Theses

With the unprecedented global economic integration, the internationalization of commercial banks (CBs) in a country or region can be closely related to the stability and prosperity of the world economy. The internationalization of Chinese CBs has turned out a non-negligible trend, particularly the big four state-owned CBs. The acceleration of “going global” has enabled Chinese CBs to exert an increasing influence on the world economy. This dissertation applies New Structural Economics theory (NSE) through the “one analysis and three inductions” methodology to analyze the evolution of the cross-border network structure adopted by CBs in the internationalization process. In this dissertation, …

The Effect Founder’S Business And Technical Background On Access To External Equity Funding In Fintech Industry, Alexandria Iacoviello

Honors Projects in Business

This paper explores which founder backgrounds – business, technology, or both – are the most significant when achieving funding for a Financial Technology (Fintech) start-up. The research examines a sample of 289 Fintech start-ups from the cities of Bangalore, Beijing, Berlin, and Boston. The primary source of information was from a data set on the platform GrowthEnabler (GE). Our measure of success was the amount of external equity funding the companies received. The controlled variables for the founders were gender, immigrant status, education level, and prior start-up experience. The firm controls were business type and firm age. The independent variable …

Environmental, Social, And Governance Factors Within Investing: Impact On The Financial Performance Of The Energy Sector, Ryan Donahue

Honors Projects in Finance

An emerging social pressure of being environmentally and socially responsible has been an increasingly popular concept through the past decades. Socially responsible investing (SRI), or environmental, social, and governance (ESG) investing is an investment strategy which aims to flood publicly trading companies with capital who operate according to specific morals and standards. Studies has proven investors who factor ESG into their portfolio strategies often see greater return, as firms are able to create more long-term value. The purpose of this study is to analyze the effects of ESG activity and ratings on the financial performance of firms in the energy …