Econometrics Commons^™

Essays In Macroeconomics And Finance, Archil Dvalishvili

Dissertations, Theses, and Capstone Projects

Chapter 1: (A Quantitative Analysis of Interest on Reserves and Reserve Requirements) - I construct a medium scale DSGE model with financial frictions both on the demand (entrepreneurs) and supply (banks) sides of credit to study the costs and benefits of fixed/time-varying minimum reserve requirements and interest paid by the Fed on reserves.The results can be summarized as follows: (1) An optimal time-varying minimum reserve requirement generates substantial welfare gain when compared with a fixed minimum reserve requirement when no interest is paid on reserves. (2) Paying interest on reserves is substantially welfare inferior to a policy with no interest …

Multivariate Econometric Regression Of Factors That Determine Form Of Disposition Of Human Remains Using Archival Death Certificates, Salt Lake County, Utah, Delphine T. Feigenbaum

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

This project considers the inescapable and burgeoning issues concerning the long-term allocation of scarce natural resources between the living and the deceased. America’s population growth will demand more space and maintenance resources used for disposition. To meet the forthcoming exigencies, economic planners need to address natural resource availability for future generations while incorporating sustainable and innovative technologies to prohibit environmental injustice.

The goals are to answer the following questions: How do demographical variables, age and sex influence the choice of disposition? How do cause of death variables influence the choice of disposition? I also evaluate the hypothesis that the average …

A Forestry Trade Data Discrepancy Analysis, Morgan Alyce Daigle

LSU Master's Theses

Trade data across multiple databases experience unavailability across some countries/forestry products, inconsistency, and unreliability; and these qualities manifest as discrepancies in the data. Literature provides evidence of discrepancies and inconsistencies within international trade statistics, including documented cases in which they are present within agriculture sector trade.

While researchers have worked to pinpoint factors to explain discrepancies, studies on the forestry trade databases are not as prevalent. Therefore, more research needs to be conducted to identify discrepancies within forest sector products trade data to understand the nature of discrepancies found between different bilateral trading partners.

The goal of this thesis is …

The Impact Of Subjective Risk Analysis On Real Estate Prices In The Nisqually Region Following The 2001 Nisqually Earthquake, Ryan Espedal

All Master's Theses

Earthquakes are an environmental hazard that pose great risks to communities almost every day. With earthquakes, the main cause of concern is physical destruction of property, however, there are also psychological effects that are researched and discussed much less. In 2001, the Nisqually area of western Washington experienced a substantial earthquake that produced minimal physical damage but caused a significant decrease in real estate prices. Studying single-family homes from 1986-2012, this research utilizes hedonic property models to measure the change in consumer’s subjective risk calculations with reference to real estate purchases after the Nisqually earthquake, measure the relationship between earthquake …

What It Takes To Be The Best: The Competitive Balance In Formula 1 Racing, Dylan Jung

Senior Projects Spring 2023

Competitive balance is an essential aspect of sports that ensures every team or player has a fair chance of winning, which creates a level playing field. It refers to the degree of parity between teams or players in a particular sport, and it is a critical factor that contributes to the overall excitement and engagement of fans. A lack of competitive balance can lead to decrease fan engagement and interest, which can ultimately impact the financial viability of the sport. The results of this study have provided valuable insights into the concept of competitive balance in Formula One. Maintaining competitive …

Essays On Machine Learning Methods In Economics, Mani Bayani

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters on machine learning modeling in economics. Chapter 1 - Robust PCA Synthetic Control: In this chapter, I propose an algorithm for comparative studies called robust PCA synthetic control. My algorithm builds on the synthetic control model of Abadie et al., 2015 and the robust synthetic control model of Amjad et al., 2018. I apply all three methods (robust PCA synthetic control, synthetic control, and robust synthetic control) to answer the hypothetical question, what would have been the per capita GDP of West Germany if it had not reunified with East Germany in 1990? I …

How Federal Pollution Discharge Permits Affect U.S. Water Quality: A Study On Concentrated Animal Feeding Operations, Cloe C. Mueller

Theses and Dissertations

This paper uses difference-in-difference regression models to examine how state-level pollution discharge permits on concentrated animal feeding operations affect U.S. water quality. I ultimately deem the permitting to be ineffective at improving water quality, calling attention to the need to re-evaluate the ``socially optimal level of pollution."

Evaluating Short Term Effects Of Opportunity Zone Designation, Sarah M. Bennett

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

The Tax Cuts and Jobs Act of 2017 included a substantial economic development effort known as Opportunity Zones. These Zones cover 12% of the census tracts in the United States and are estimated to cost $1.6 billion in lost capital gains tax revenue. Our paper seeks to find whether this program has had an impact four years after going into effect, using an econometric analysis on changes in housing prices.

The Effect Of Female Representation On Revenue: A Study Of Gender Within The Film Industry, Riley Pranian

Honors College Theses

The art of film has captivated the world for generations — a central component of the captivation is the actors showcased on-screen. But unfortunately, the film industry is male-dominated. Since 1970, the consumption of media by adults and adolescents has increased (Vogel, 2020). This study will determine the relationship between a cast's female-to-male ratio and a film's revenue. The initial hypothesis is that the more women present in the cast, the higher the revenue - this relationship is assumed through increased demand for movies and the need for role models among women. This study’s foundation is the presence of a …

What Drives The Fracking Boom Crime Relationship? A Fixed-Effects Analysis Of Crime During The Pennsylvania Fracking Boom, Webster Batista-Lin

Masters Theses

The rapid expansion of hydraulic fracturing(fracking) over the past two decades has led to an increasing interest in the relationship between natural resource booms and crime. Since the onset of the fracking boom, numerous anecdotal accounts and an increasing body of empirical studies have suggested that fracking has a significant, positive impact on crime. However, the mechanisms behind this relationship are poorly understood. This study uses a high-resolution dataset and a unique, fixed-effects approach to decompose the effect that fracking has on crime into increases due to the introduction of new wells and increases due to the presence of existing …

Violence And Development: The Cost Countries Pay For High Rates Of Homicide, Brittany Lowe

The Cardinal Edge

Violence is one of the largest and most persistent humanitarian crises across the globe. Understanding violence’s role in economic costs and losses is crucial to informing and guiding decision makers. This study uses international panel data to conduct a log-linear regression with time and country fixed effects. It focuses on studying the causal effects of violent crime on GDP at an aggregate, international level. The results find that the homicide rate has a statistically significant, negative effect on GDP per capita. Acts of violence come not just at a humanitarian cost, but also at the cost of economic progress and …

Using Difference-In-Differences Analysis And The Kocyk Geometric Lag Model To Estimate Aspects Of Carbon Tax Effectiveness In Nordic Countries, Kyle Riley

Honors Theses

This paper generally looks at the connections between carbon taxes and carbon emission levels in Nordic countries over a period from the 1960s to the early 2010s. Most of the existing literature on this topic looks at and finds that carbon taxes do have a significant impact upon carbon emissions levels in some countries while not in others. In many countries which have this policy there is not a significant impact that can be seen and there is a discussion as to why this might be the case and what needs to be done to fix these potential issues to …

Cost Countries Pay For High Homicide Rates, Brittany Lowe

Grawemeyer Colloquium Papers

This research finds the economic cost, in terms of GDP per capita, to countries for increased violence using typical econometric models, and then makes recommendations to decision makers about funding allocation of violence prevention programs based off its findings.

The Effect Of Low Skill Job Opportunities On Postsecondary Enrollment, Mallory Radesic

Williams Honors College, Honors Research Projects

This research examines the effect that low skill job opportunities have on the probability of enrollment in postsecondary institutions between men and women, namely the construction and manufacturing industries. The research is based on the human capital investment theory, which states that individuals will enroll in postsecondary institutions when the perceived benefits outweigh the costs. More job opportunity heightens the opportunity cost of enrollment, hence lowering the probability of enrollment. After running a probit model, there is evidence that enrollment is countercyclical and that enrollment decisions do not vary significantly between men and women. I find that a 1 percent …

Llamas No Son Ovejas The Pervasive Impacts Of Colonization On Indigenous Peoples Labor Market Choices In Peru: An Examination Of Exclusionary Institutions Through Sociohistorical And Economic Lenses, Molly Jeanne Devine

Senior Projects Spring 2021

Using historical and empirical evidence, this Senior Project looks at the long-term impacts of colonization on economic, social, and cultural institutions. This project explores impacts both immediately upon Spanish arrival in 1532, and created during the Spanish colonization of Peru. Systems of forced labor created through colonization created two separate paths of development: one for the Spanish and Spanish-selected Peruvian elite and another for the Indigenous people of Peru. Vestiges of the Spanish colonization of Peru continue to manifest themselves in modern times in many ways. This Senior Project examines the link between Indigenous individuals and their participation in the …

An Econometric Analysis Of Homelessness Risk-Factors, Zac Smith

Economics Undergraduate Honors Theses

This paper explores the issue of homelessness within the United States and seeks to create an econometric model that identifies predicting factors of homelessness at a state level which can be used to estimate the size of homeless populations. The author analyzed the role of 16 factors including income inequality, minimum wage, unemployment, rental cost, poverty, education, veteran status, and substance abuse on the 2017 state homeless populations. Using an ordinary least squares regression, the model produced five significant variables: adjusted minimum wage, percent of income spent on rent, possession of health insurance, average winter temperature, and the unemployment rate. …

The Analytics Of Vulnerable Populations In Brazil, Fernanda M. Araujo Maciel

2020

Conditional Cash Transfer (CCT) programs became a popular measure to alleviate poverty in Latin American countries. The Brazilian CCT program, called Bolsa Família, is the largest social welfare program in the country, covering a quarter of all Brazilian households. The objective of the program is to reduce poverty and malnutrition, while providing low-income families access to public services, such as health, education, and social assistance. Since the program is based on conditions of maintaining health and schooling for children, my dissertation comprises two studies that examine the impact of Bolsa Família on educational outcomes and unhealthy behaviors of its participants. …

Drug Policy: The Effect Of Medical Marijuana On Opioid Consumption During The Us Opioid Epidemic, Jonathon David Knudson

Graduate Student Theses, Dissertations, & Professional Papers

The introduction and subsequent over-prescribing of extended-release opioids in the United States resulted in a large rise in both addiction and overdose. Recognition and regulation of these new drugs as addictive did little to control the supply of opioids to Americans while Prescription Drug Monitoring Programs and Abuse Deterrent reformulations had limited effect to control the problem. Simultaneously, states like Michigan and Rhode Island legalized medical marijuana through voter referenda opening the door for a new approach to pain management. Recent research has found medical marijuana has proven an effective treatment for conditions such as chronic pain and PTSD and …

Essays On Applied Machine Learning For Implied Volatility Interpolation And Artificial Counterfactuals, Pablo A. Crespo

Dissertations, Theses, and Capstone Projects

This dissertation consists of two chapters.

Chapter 1: Volatility estimates under the risk neutral density have become a much revisited topic of interest in recent years. The density proves itself a powerful tool for sentiment analysis, since its moments provide insights about expectations in price trends. A standard procedure for its extraction utilizes artificial volatility predictions to form a dense enough grid for approximating a complete probability distribution. This paper proposes two common machine learning technique variations to produce implied volatility predictions when data is very scarce. First, a model using regularization through a variation of a generalized LASSO path …

A Statistical Analysis Of Economic Perceptions In The 2015 United Kingdom General Election, Amarvir Singh-Bal Mr.

Undergraduate Economic Review

This paper characterises the vote which took place in the United Kingdom's (U.K.) 2015 General Election as an ‘accountability instrument.’ In doing so, the research interrogates which sections of the electorate hold the incumbent government more accountable for economic outcomes between the 2010 and 2015 U.K. General Elections. The Rational Choice Theory and the Michigan Model are used in this study to present two interlinked, and yet distinct, hypotheses – that less politically informed and non-partisan voters are more likely to hold the government accountable for economic performances; compared to the politically informed and partisan voters within the electorate. Implementing …

Investigating The Change In The Out-Of-Pocket Cost Of Insulin Over Time, Jared Long

Mahurin Honors College Capstone Experience/Thesis Projects

Insulin is often cited as a classic near perfectly inelastic good; for those living with Type-1 diabetes, antihyperglycemic medicines are the only thing standing between them and possible death, and they must be willing to pay for the medication regardless of the price. When researchers at the University of Toronto released the patent for insulin in 1922, they asked for only $1 so that the medication would be available to as many people as possible; however, as insulin analogs and new biosimilar substitutes have been invented, the price of medications has increased substantially. While the rising cost of insulin has …

The Effect Of Birth Order On Behavior On Behavior And Academic Performance, Maria Long

Mahurin Honors College Capstone Experience/Thesis Projects

This paper studies the effect of birth order on a child’s math and reading comprehension aptitudes and likelihood of behavior problems. Numerous studies have been performed on this topic and the conclusions have varied. In this paper, I control for gender, race, number of siblings, mother’s age at birth, mother’s marital status at birth of child, and how often children argue with their parents about homework. I find evidence to suggest that first-born children will have significantly higher academic performance outcomes, last-born children will have significantly lower behavior issues, and the environment in which a child is raised will have …

On Cluster Robust Models, José Bayoán Santiago Calderón

CGU Theses & Dissertations

Cluster robust models are a kind of statistical models that attempt to estimate parameters considering potential heterogeneity in treatment effects. Absent heterogeneity in treatment effects, the partial and average treatment effect are the same. When heterogeneity in treatment effects occurs, the average treatment effect is a function of the various partial treatment effects and the composition of the population of interest. The first chapter explores the performance of common estimators as a function of the presence of heterogeneity in treatment effects and other characteristics that may influence their performance for estimating average treatment effects. The second chapter examines various approaches …

An Examination Of The Stock Market's Effect On Economic Inequality, Nicholas Golina

Williams Honors College, Honors Research Projects

The economic literature on economic inequality has shown that it can negatively impact aggregate demand because it indicates a higher concentration of wealth in the hands of the top 10% as opposed to the poor and middle class, who are more likely to consume. The literature has identified many factors that can lead to increasing inequality. The stock market could be one of those factors since it can either create an upward redistributive effect towards the top 10% or redistributive effect towards the middle class. This paper tested the effect of the stock market on inequality. This study contributes to …

The Econometric Analysis Of The Factors Affecting The Revenue Of Bangkok Port, Viyada Suriyakul Na Ayudhaya, Praew Ritthirungrat

World Maritime University Dissertations

No abstract provided.

The Political Framing Of Public Policies: An Analysis Of Act 10 In Wisconsin, David Brooker

Lawrence University Honors Projects

Political framing of public policy is typically different than the actual effects of the policy. In the case of Act 10 there was an extremely negative perception from teachers in the state of Wisconsin especially when it came to their salaries despite little empirical difference in salaries. Wisconsin’s Act 10, which altered the state’s public-sector collective bargaining laws, provides a natural experiment to test the political framing of public policy. A survey was conducted of teachers across the state of Wisconsin to determine their opinions regarding Act 10 and salary data from Wisconsin and Missouri were collected for comparison. It …

Patriarchal Norms, Bargaining, And Gendered Attitudes On Intimate Partner Violence, Anna Eckenrode

Master's Theses

How do the underlying mechanisms of social norms and bargaining power relate to the acceptance of intimate partner violence within households? How do short run and long run determinants of gender norms affect attitudes toward IPV? This study begins to decompose the dynamics of the acceptance of IPV within couples using data from the Demographic Health Survey, as well as examine the relationship in the context of patriarchal societies using data from the Ethnographic Atlas. I find that females are more accepting than males of intimate partner violence, and females becoming more educated is associated with her being less accepting …

Air Force Officer Attrition: An Ecconometric Analysis, Jacob T. Elliot

Theses and Dissertations

Many organizations are concerned, and struggle, with personnel management. Training personnel is expensive, so there is a high emphasis on understanding why and anticipating when individuals leave an organization. The military is no exception. Moreover, the military is strictly hierarchical and must grow all its leaders, making retention all the more vital. Intuition holds that there is a relationship between the economic environment and personnel attrition rates in the military (e.g. when the economy is bad, attrition is low). This study investigates that relationship in a more formal manner. Specifically, this study conducts an econometric analysis of U.S. Air Force …

Bayesian State Space Representation Model: Applications To Macroeconomics And International Finance, Hiroshi Morita

Dissertations, Theses, and Capstone Projects

This dissertation develops three new econometric models using Bayesian state space representation model in order to apply to macroeconomics and international finance. It consists of 3 chapters. Chapter 1 develops a Markov mixture model of macroeconomic fundamentals to analyze the short-run dynamics of foreign exchange rates. In our model, foreign exchange rates are simultaneously determined by three parities: the interest rate parity, the inflation rate parity, and the equity return rate parity. Using four exchange rates: the U.S. dollar price of the British pound, the German mark, the Japanese yen, and the Canadian dollar, the findings are: (1) Our model …

Building Research Skills In The Macalester Economics Major, J. Peter Ferderer, Gary Krueger

Faculty Publications

Economics majors at Macalester College have won numerous awards for their research papers, and this success has helped them land jobs in finance, consulting, and the nonprofit sector, as well as gain admission to top graduate programs. This article describes how the Economics Department at Macalester promotes economic research among its students.