Barrett, The Honors College Thesis/Creative Project Collection
Barrett, The Honors College at Arizona State University proudly showcases the work of undergraduate honors students by sharing this collection exclusively with the ASU community.
Barrett accepts high performing, academically engaged undergraduate students and works with them in collaboration with all of the other academic units at Arizona State University. All Barrett students complete a thesis or creative project which is an opportunity to explore an intellectual interest and produce an original piece of scholarly research. The thesis or creative project is supervised and defended in front of a faculty committee. Students are able to engage with professors who are nationally recognized in their fields and committed to working with honors students. Completing a Barrett thesis or creative project is an opportunity for undergraduate honors students to contribute to the ASU academic community in a meaningful way.
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- Creators: Dean, W.P. Carey School of Business
Description
My thesis is an exploration on the principles of algorithmic trading. I was introduced to the world of algorithmic trading in the Summer of 2018 when I got an internship at a startup trading firm called Helios Machine Intelligence. At HeliosMI, my job was to model algorithms for their in-house developed platform (in Java and C#). I learned how to model several different strategies, but I didn’t understand how, or more importantly, why these strategies worked. In the Spring of 2019 when I first began planning my thesis, I initially planned on recreating and optimizing HeliosMI’s trading platform. It was after reading a few books over the summer, namely; The Man Who Solved the Market by Gregory Zuckerman, Algorithmic Trading by Ernie Chan, and A Random Walk Down Wall Street by Burton Gordon Malkiel, that I realized that I was much more interested in learning the fundamentals of algorithmic trading, so I decided to make this the new focus of my thesis. At HeliosMI, we tested strategies against the historical data of stocks using an application called QuantConnect. This application is easy-to-use, cheap (even offering a free tier) and provides plenty of documentation with an active community forum, making it the obvious choice as the platform for my thesis research. Throughout my research I focused on exploring high-frequency trading algorithms, mainly because these are the types of algorithms that are employed at Wall Street hedge funds, and also the type I worked on at HeliosMI. I developed three distinct algorithms throughout my research; a momentum based strategy, a mean reversion based strategy, and a preferred time of day based strategy. In my thesis report, I go in depth on each of these strategies, as well as discuss the history of algorithmic trading, and explore some future research aspirations.
ContributorsMaheshwari, Nicholas Leo (Author) / Balasooriya, Janaka (Thesis director) / Hoffman, David (Committee member) / Dean, W.P. Carey School of Business (Contributor) / Computer Science and Engineering Program (Contributor, Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
This thesis provides an analysis of successful socially responsible management practices and company cultures to identify the required elements for proper cost internalization of manufacturing and service industries, as well as a more even wealth distribution throughout society for better consumption and sustainable long-term profits. For the purpose of this analysis, I have researched various companies that actively engage in the aforementioned features. The goal is to identify first steps necessary to transition corporate and private entities to a system where purchase power supersedes nominal currency numbers, such as being able to afford more for the same amount of USD than earning higher sums of USD to pay for the same product or service, thus ultimately creating stronger and more stable economies and currencies. To build such a framework, I have used various interdisciplinary concepts to present a solution for a more equitable system of accounting for value generation, and thus a system that aims at evening the wealth gap between populations.
By working on this thesis, I was able to identify causes that lead to inequality due to how manufacturing and service systems might account for costs, as well as solutions and concepts that can help pave the way for a more egalitarian society. Furthermore, through this study I have also discovered actors, namely benefit corporations, that actively partake in various actions to benefit not only their customers, but society as a whole. The causes, measurements, documents, and principles I looked at were company financial statements whenever available, various socially responsible management literature, accounting principles, research literature on the inequality of cost externalization, etc. These resources established that a proper plan to tackling the unsustainable business and financial practices of many corporate and private entities today involves a consumer-oriented vision that follows the triple bottom line, a mission that closely follow a vision, core company values that emphasize the need to serve society, and a plan to closely and efficiently follow through with said vision. Problems such as over reliance on limited resources and externalizing environmental costs due to intrinsically uncompetitive business models could be potentially mitigated with proper restructuring of business models. The triple bottom line is an accounting framework that incorporates the integral segments of social, environmental, and financial dimensions of performance. Lastly, it is worthwhile to mention that companies which successfully worked under this mantra and plan tend to be sustainable over longer periods of time and be more innovative than competitors, which ultimately lead to higher levels of goodwill and loyalty from their customers.
By working on this thesis, I was able to identify causes that lead to inequality due to how manufacturing and service systems might account for costs, as well as solutions and concepts that can help pave the way for a more egalitarian society. Furthermore, through this study I have also discovered actors, namely benefit corporations, that actively partake in various actions to benefit not only their customers, but society as a whole. The causes, measurements, documents, and principles I looked at were company financial statements whenever available, various socially responsible management literature, accounting principles, research literature on the inequality of cost externalization, etc. These resources established that a proper plan to tackling the unsustainable business and financial practices of many corporate and private entities today involves a consumer-oriented vision that follows the triple bottom line, a mission that closely follow a vision, core company values that emphasize the need to serve society, and a plan to closely and efficiently follow through with said vision. Problems such as over reliance on limited resources and externalizing environmental costs due to intrinsically uncompetitive business models could be potentially mitigated with proper restructuring of business models. The triple bottom line is an accounting framework that incorporates the integral segments of social, environmental, and financial dimensions of performance. Lastly, it is worthwhile to mention that companies which successfully worked under this mantra and plan tend to be sustainable over longer periods of time and be more innovative than competitors, which ultimately lead to higher levels of goodwill and loyalty from their customers.
ContributorsCinculescu, Andrei Stefan (Author) / Sadusky, Brian (Thesis director) / Hoffman, David (Committee member) / Department of Finance (Contributor) / Department of Information Systems (Contributor) / Dean, W.P. Carey School of Business (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
Homeownership is an essential part of the American Dream and one of the most important tools for anyone in the 21st century to build wealth. Unfortunately, the COVID-19 pandemic has introduced a level of uncertainty to a market that has been largely stable since the last recession. This has proven to be a major roadblock affecting multiple generations of Americans in their quests to develop wealth. A particularly interesting case study through this crisis has been the housing market of Phoenix Arizona. When the challenges presented by the pandemic began to unfold, thousands of home listings and sales were canceled all the while newly unemployed Arizonians began to worry about meeting their mortgage payments. However, this disruption didn’t last long, several months after the beginning of the pandemic housing prices quickly began to swell. Many listings continue to be sold for tens of thousands of dollars above the asking price which has led investors to ask: how have Phoenix homes been able to seemingly ignore the economic downturn?
Today we are living in the hottest housing market since early 2007, and many expert opinions on the state of the market conflict with one another. Some expect housing prices to crash, others believe this growth is sustainable. A complex web of interconnected financial and human systems has led us to the position we are in today and several important questions have been left unanswered. What forces have driven the market to such dramatic heights? Who have been the winners and losers in the Arizona housing market during the pandemic? And what can be expected to happen in the near future as the “new normal” served to us by COVID-19 unfolds? The purpose of this thesis is to explore these questions and identify the underlying factors that have created the current market conditions. It will begin with an analysis of relevant supply and demand factors, then move to identify groups of winners and losers, to finally develop a prescriptive outlook for challenges facing Phoenix’s housing market.
ContributorsEllerd, Wyatt (Author) / Sadusky, Brian (Thesis director) / Hoffman, David (Committee member) / Barrett, The Honors College (Contributor) / School of Accountancy (Contributor) / Department of Finance (Contributor) / Dean, W.P. Carey School of Business (Contributor)
Created2022-05