Econometrics Commons^™

Trade Liberalization And Economic Performance: An Empirical Analysis, Brandon Fontaine

Empirical Economic Bulletin, An Undergraduate Journal

Trade liberalization has long been a debated topic; free traders will argue it makes all involved parties more prosperous while protectionists say that it costs jobs and hurts countries’ economies. This paper will study the relationship between a country’s trade freedom, as measured by the Heritage Foundations trade openness metrics, and the nation’s economic performance. This study will incorporate indicators such as gross domestic product, unemployment, and investment flows across 56 countries of different income levels to determine whether free trade policies lead to greater economic performance. The three income levels analyzed will be high-income, medium-income, and low-income. The empirical …

The Effect Of Poor Working Conditions And Income Inequality On Gdp Growth, Trent Remillard

Empirical Economic Bulletin, An Undergraduate Journal

This paper looks to see if there is a relationship between poor working conditions and growth in GDP annually. Many nations have historically treated their workers very poorly, and offered little in support or protection to them. Consequently, many of these same nations have seen large boosts in annual GDP growth. This paper aims to see if there is a correlation between this treatment of workers, and these subsequent boosts of GDP growth, and if there is, is it possible to predict the expected level of growth based on these factors.

Macroeconomic Drivers Of Reit Stock Prices, Nicholas Mulligan

Empirical Economic Bulletin, An Undergraduate Journal

This paper investigates several variables as potential drivers of REIT stock performance. The results show that four of the six independent variables, all of positively correlated ones, were significant. The combination of variables proved to be very predictive, yielding an R-squared of 0.9712. The two variables that were added in this study versus the benchmark Morgan Stanley study proved to be highly significant. The two negatively correlated variables proved to be insignificant.

Quality Analysis Of Lift Ticket Prices In The United States Using Logistic Regression, Jared Murphy

Empirical Economic Bulletin, An Undergraduate Journal

This paper investigates the possibility of a relationship between Lift Ticket Prices and quality of resorts in the United States of America. The study incorporates information from a number of past research papers analyzing the price of lift tickets and the individual characteristics of the ski area. In recent years, the price of lift tickets has increased far greater than the rate of inflation. With over 350 companies operating in the industry in the United States, they combine for annual revenue greater than $2 billion. Consumers who enjoy the sport have seen a sharp increase in prices throughout the past …

Economic Determinants Of Within-Country Political Instability And Violence: A Panel Data Examination Of Central And South America, Michael Biskupic

Empirical Economic Bulletin, An Undergraduate Journal

This paper examines the potential impact of economic factors on withincountry violence and instability utilizing a panel data approach. More specifically, this paper examines the impact of within-country income inequality on a measure of political stability and a measure of within-country violence. Utilizing a Generalized Least Squares method, this paper finds that only in countries with a per-capita income less than $5000 is there a significant relationship between income inequality and violence. This paper concludes with a discussion of the results, recommendations for future research, and a section on policy recommendations based on the empirical results and potential risks not …

Student Achievement In Rhode Island Charter Schools: A Cross-Sectional Analysis, Edward Golas

Empirical Economic Bulletin, An Undergraduate Journal

Using standardized test results from the school year 2018-19 this study compares the performance of 3rd through 8th graders in Rhode Island charter schools to their peers in traditional public schools (TPSs). This study also uses OLS techniques to test if Rhode Island charter schools help to bridge the achievement gap between minority (black and Hispanic) students and white students. The results show that in approximately ¾ of comparable instances, Rhode Island charter schools outperform TPSs on both English and math standardized tests. Additionally, it was found that Hispanic students attending a charter school are predicted to score higher on …

A Time Series Analysis Of Determinants Of Pce Inflation In The United States, Elliot Charron

Empirical Economic Bulletin, An Undergraduate Journal

This paper investigates the factors contributing to the PCE inflation rate in the United States. The study incorporates economic determinants in a time series analysis to examine the influence of economic variables on the PCE Inflation rate in the United States. The economic variables include the unemployment rate, wages, inflation expectations, the federal funds rate, the money supply, import prices, and the labor force participation rate. The ADF unit root test shows that the first difference is stationary while the Johansen test of cointegration shows that there is cointegration of 7 and that a vector error correction model (VECM) must …

Comparing Machine Learning Techniques For Predicting Bank Failure, Armen Eghian

Empirical Economic Bulletin, An Undergraduate Journal

The study of machine learning has helped create and refine many types of predictive models. These models have been applied to countless problems, but the importance of banking stability has led many researchers to create models predicting if a bank will be active in future years. Neural networks, support vector machines, and traditional regression models, have been used to predict bank failure, but random forests have not been fully explored. This paper shows random forests can offer prediction power greater than neural networks and logit models when used to predict bank failure. This aligns with work comparing random forests and …

The Relationship Between Transportation Accessibility And Economic Development, Abigail Kiggen

Empirical Economic Bulletin, An Undergraduate Journal

This paper investigates the possible relationship between transportation infrastructure accessibility and economic development in a given region. The study will incorporate data from counties in the state of Massachusetts to compare development from previous studies in the New York area. The independent variable will be transportation infrastructure accessibility, and the dependent variable will be measures of economic development. The results show that there are generally not correlations between better accessibility and economic development in a given region.

Explaining International Donor Rates: The Effects Of Policy-Based Incentives, Elizabeth Laverty-Smith

Honors Theses

Chronic kidney failure is a global health issue that can often require a kidney donation. The supply of available kidneys, however, is limited, leading to a massive international kidney shortage that is growing rapidly each year. In responding to these shortages, perhaps, several countries have implemented policies that incentivize living kidney donation. Estimating the impact of these incentive policies on living kidney donations is important if we are to understand this global health crisis. Although previous studies have discovered a correlation between the incentivizing policies and living kidney donations, there has been little attempt made to control for confounding variables. …

Profit Efficiency Analysis Of Cassava Production In Enugu State, Nigeria, Oguejiofor J. Okorie, Ubokudom E. Okon, Anselm A. Enete

Journal for the Advancement of Developing Economies

This study analyzed the profit efficiency of smallholder cassava farmers in Enugu state, Nigeria. The study employed a multi-stage random sampling technique in selecting 240 cassava farm households who are registered in the Enugu State Fadama III project during the 2019 farming season. Data were collected using copies of structured questionnaire and interview schedule. Collected data were analyzed using descriptive and inferential statistics (stochastic frontier profit function model). Results showed that the majority (73.3%) of the household heads were male, with a mean age of 52 years. Additionally, the majority (78.5%) of the respondents were married, mean farm size of …

Export Promotion As A Development Strategy: Evidence From Selected Southeast Asian Countries And Lessons For Ghana, Ohenewaa B. Newman

Journal for the Advancement of Developing Economies

Developing countries have adopted various development strategies such as import substitution industrialization (ISI) and export promotion strategies. For Latin-American and developing countries, some level of economic growth was experienced using ISI after the Second World War. However, these countries could not attain the needed economic growth, technological advancement or guarantee food security with the adoption of ISI. It led to unequal income distribution, less internal competition, and distortions of their economy, among others. The rise of export promotion strategies in the 1970s was evidenced by an impressive economic growth and a decline in poverty in jurisdictions like Taiwan, Tanzania and …

The Effects Of Tax Policies On Entrepreneurship In Emerging Versus Mature Economies: Do Differences Exist Between Nascent And Established Firms?, Benjamin B. Boozer, Taleah H. Collum

Journal for the Advancement of Developing Economies

An extensive body of research defines various levels of entrepreneurship and considers emerging trends. This study uses data from Global Entrepreneurship Monitor (GEM) in developing a model that measures the impact of taxes and bureaucracy on entrepreneurship. The analysis considers effects by type of firm – nascent and established – and type of economy – emerging and mature. The aim of the manuscript is to test directional impact of tax policies on entrepreneurial activity. The model utilizes counter and dichotomous variables to measure effects before, during, and after the 2008-2009 Financial Crisis. Tax policies adversely impact both nascent and established …

Protecting Life And Lung: Protected Areas Affect Fine Particulate Matter And Respiratory Hospitalizations In The Brazilian Amazon Biome., Derek Michael Sheehan

Graduate Student Theses, Dissertations, & Professional Papers

I assessed the impacts of upwind protected area coverage on local respiratory health within the Brazilian Amazon. A hypothesized mechanism is the legal prohibition of human ignited fires within protected areas, reducing particulate matter pollution, impacting respiratory health downwind. The connection between fires and respiratory diseases in the Amazon is well established (Smith et al. 2014; Rangel and Vogl 2019; Rocha and Sant’anna 2020). What is not well understood is the potential that government policies aimed at preventing ecosystem loss may also promote health and wellbeing, combining the UN sustainable development goals 3 and 15. Protected areas currently dominate government …

The Effects Of Imf's Lending And Conditionalities On Economic Growth: Case Of Sadc Countries, Lutete Celina Carlos

Masters Theses

I examine the impact of IMF credit use and its conditions on economic growth performance in 12 South African countries over a period of 1999-2019. The work adopts an empirical and quantitative approach to analyzing the relationship between the GDP per Capita, the use of IMF Credit, Government Final Consumption Expenditure, Net Domestic Credit and Current Account balance. These variables are the most recommended in the IMF conditionalities during the lending arrangements with SADC members. The study uses Fixed-effect approach to evaluate how the use of IMF program and the conditions imposed directly affects economic growth. A dummy variable is …

Matrix Aggregation, Anwar Shaikh Phd

Archives of Anwar Shaikh

This collection includes:

Matrix aggregation — folder cover sheet bearing introductory handwritten notes and a reading list, an unpublished manuscript by Anwar Shaikh, PhD, dated February 8, 2010.

Shaikh, A. (2010, February 8). Matrix aggregation [Unpublished manuscript].

Notes on N. Pani's seminar, "Volatility of power in India's distance dualism" — an unpublished manuscript by Anwar Shaikh, PhD, dated November 10, 2020.

Shaikh, A. (2020, November 10). Notes on N. Pani's seminar, "Volatility of power in India's distance dualism" [Unpublished manuscript].

Disaggregation: Working notes — an unpublished manuscript by Anwar Shaikh, PhD, dated 2021.

Shaikh, A. (2021). Disaggregation: Working notes [Unpublished …

Neither “Post-War” Nor Post-Pregnancy Paranoia: How America’S War On Drugs Continues To Perpetuate Disparate Incarceration Outcomes For Pregnant, Substance-Involved Offenders, Becca S. Zimmerman

Pitzer Senior Theses

This thesis investigates the unique interactions between pregnancy, substance involvement, and race as they relate to the War on Drugs and the hyper-incarceration of women. Using ordinary least square regression analyses and data from the Bureau of Justice Statistics’ 2016 Survey of Prison Inmates, I examine if (and how) pregnancy status, drug use, race, and their interactions influence two length of incarceration outcomes: sentence length and amount of time spent in jail between arrest and imprisonment. The results collectively indicate that pregnancy decreases length of incarceration outcomes for those offenders who are not substance-involved but not evenhandedly -- benefitting white …

The Determination Of The Factors Affecting Air Transportation Passenger Numbers, Tüzün Tolga İnan Asst. Prof. Dr.

International Journal of Aviation, Aeronautics, and Aerospace

So long as human beings are required to go between places, the civil aviation industry will always exist. In this study, a country-based examination has been applied to air passenger numbers. 50 countries are selected according to the highest rating of air transportation passenger numbers, gross domestic product (GDP), total population, and human development index (HDI) data. 28 of these countries are included in the analysis which is common in at least three of these rankings. The relationship between the four parameters is examined via correlation analysis. Thereafter, the related parameters were taken as independent variables in multiple linear regression …

Consumer Preferences Of Solar Systems In Boston And Atlanta: A Choice Experiment, Sam Mabile

Honors Theses and Capstones

Creating a cleaner energy grid has become a hot topic over the past 20 years, as the effects of fossil fuels on our planet has become clearer. The solar market in the US has exploded over the past 10 years, with an average annual growth rate of about 42% (Solar Industry Research Data, 2020). Choice experiments are often conducted to better understand consumers preferences towards products or characteristics of products. In this study, data of a choice experiment in a survey of residents in Boston and Atlanta regarding preferences for attributes of household solar energy collecting system are …

Public Debt, Its Impact On Gdp & Crowding Out Effect: Evidence From The Usa, Swapnil Landge

Publications and Research

In this study, we examined the long-term relationship between public debt, GDP, private investment, and interest rates. We found two significant long-term relationships among these variables. First, interest rates are positively correlated with public debt and negatively correlated with GDP. Second, private investment is negatively correlated with public debt and positively correlated with GDP. These findings suggest the presence of a crowding out effect, where public debt limits private investment by increasing interest rates and reducing access to available funds.

Ways Forward In Energy Markets And The Environment, Jacob Nelson

Williams Honors College, Honors Research Projects

Renewable energy sources have come to the forefront of energy production policy over the last twenty years. Studies of external and direct costs of both renewable and nonrenewable energy sources have contributed to growing understandings of ways in which these energy sources can be compared in a monetary context. Using data from the U.S. Energy Information Administration (EIA) alongside international data from the International Renewable Energy Agency (IRENA) among other sources, we have developed forecasts for the future costs, both direct and social, of each energy source as well as a difference-in-difference experiment to determine potential effects of state-level energy …

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 …

Feature Investigation For Stock Returns Prediction Using Xgboost And Deep Learning Sentiment Classification, Seungho (Samuel) Lee

CMC Senior Theses

This paper attempts to quantify predictive power of social media sentiment and financial data in stock prediction by utilizing a comprehensive set of stock-related fundamental and technical variables and social media sentiments. For conducting sentiment analysis, this study employs a pretrained finBERT model that provides three different sentiment classifications and respective softmax scores. Hence, the significance of these variables is evaluated with XGBoost regression and Shapley Additive exPlanations (SHAP) frameworks. Through investigating feature importance, this study finds that statistical properties of sentiment variables provide a stronger predictive power than a weighted sentiment score and that it is possible to quantify …

An Evaluation Of Knot Placement Strategies For Spline Regression, William Klein

CMC Senior Theses

Regression splines have an established value for producing quality fit at a relatively low-degree polynomial. This paper explores the implications of adopting new methods for knot selection in tandem with established methodology from the current literature. Structural features of generated datasets, as well as residuals collected from sequential iterative models are used to augment the equidistant knot selection process. From analyzing a simulated dataset and an application onto the Racial Animus dataset, I find that a B-spline basis paired with equally-spaced knots remains the best choice when data are evenly distributed, even when structural features of a dataset are known …

Determinants Of Housing Supply Expansion In The Western United States, Nathaniel Tolles

CMC Senior Theses

New residential construction is an important indicator of economic health. Previous empirical work demonstrates the profound power of housing starts in forecasting recession. Theoretical research, backed by empirical study, suggests that home prices and interest rates are closely related to the amount of residential investment. This paper attempts to better understand the complex relationship between various factors that influence the supply and demand of new housing; what information do suppliers and regulators use to determine how many new units of housing will be constructed? Specifically, we will look at the respective state housing markets of California, Oregon, and Washington by …

Volatility Spillover Between Stock Market And Currency Market Of Pakistan In The Presence Of Structural Breaks, Muhammad Jamil, Hifsa Mobeen

Business Review

This study examines the volatility transmission between the currency market and the stock market of Pakistan in the presence of structural breaks. For this purpose, daily data from the stock market and currency market is analyzed. An empirical investigation is conducted using the bivariate EGARCH model and the test for multiple structural breaks developed by Bai and Perron (2003). This study analyses these markets with the inclusion of sudden changes. Results of the EGARCH model suggest that volatility spillover is positive and bidirectional between these markets of Pakistan.

Three Essays On “Energy , Environment, And Developmental Economics”, Bolarinwa Ajanaku

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation examines topics related to renewable energy development and investment planning, energy markets, environment degradation and economic development. The substantial ecological costs of deforestation are well known and considered globally important due to biodiversity loss, land degradation, soil erosion, and contributions to climate change. The first essay focuses upon understanding the tradeoff between development and deforestation in Africa. In the second essay, spatial analysis and Geographic Information System (GIS) are applied to determine potential locations for wind farms development in the state of West Virginia. Lastly, the third essay examines the role of wind power penetration on wholesale electricity …

Three Essays In Applied Urban Economics, Alexander Cardazzi

Graduate Theses, Dissertations, and Problem Reports (ETD)

The first chapter examines the effect of policing strategies on housing prices. Crime has been shown to negatively affect housing values. However, there is not much empirical evidence documenting the amenity value of how people are policed. Stop & Frisk was a particularly salient policing tactic employed in New York City until a judge ruled it to be unconstitutional. This chapter uses exogenous variation in Stop & Frisk behavior resulting from landmark events in a federal class action lawsuit as well as exposure to Operation Impact, a high intensity policing strategy, to explain variation in property sales. Results indicate a …

The Influence Of Wildland Urban Interface Areas On Resource Assignments To Large Wildland Fires, Kurt Swimley

Graduate Student Theses, Dissertations, & Professional Papers

We examine the relationship between U.S. wildfire resource assignments and fire proximity to inhabited areas. Climate change and previous vegetation buildup have enabled more severe fire seasons, while more structures are being developed near vegetated, wildland areas. These changes have contributed to a steep increase in the overall cost of wildfire management, the annual costs of which regularly rise into the billions (NIFC, 2021). Still, the extent to which each driver of suppression costs contributes to the increase in spending is not entirely understood. Previous studies have shown that more suppression resources are allocated to fires near inhabited areas, …

Three Essays In Applied Econometrics: Agricultural And Energy Economics, Kuan-Ming Huang

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation examines three empirical issues in energy and agricultural economics using econometrics models whose titles are: 1) Do Natural Hazards in the Gulf Coast Still Matter for State-Level Natural Gas Prices in the US? Evidence After the Shale Gas Boom; 2) Do Exploitations of Marcellus and Utica Shale Formations Improve Regional Economy in Ohio, Pennsylvania, and West Virginia? A Synthetic Control Analysis; and 3) How Did Covid-19 Impact US Household Food Spending? An Analysis Six Months In.

The first essay assesses the impact of natural hazards on state-level natural gas prices and evaluates the effects of the shale gas …