Econometrics Commons^™

Is Diamond A Resource Curse For Africa?, Karli Hamrick

Undergraduate Economic Review

This paper investigates the resource curse in diamond exporting industry in African countries. The empirical evidence about the “resource curse” is mixed in literature and almost none has been done regarding diamond. Our study aims to bridge that gap. The results suggest that diamond export is positively correlated with well-being in a group of African countries. In other words, the “resource curse” may not occur in diamond mining industry after the Kimberly Process (KP) was put in place in 2002. We argue that the KP serves as a good institution and has created good incentives for firms in the industry. …

Understanding The Characteristics Of Remittance Recipients In Venezuela: A Country In Economic Crisis, Nicole A. Degla

Undergraduate Economic Review

This essay analyzes household surveys from the World Bank Global Financial Inclusion Database for the years 2011, 2014, and 2017, as a means to distinguish individual level characteristics of remittance recipients in Venezuela. Remittances are defined as “crossborder, person-to-person payments of relatively low value. The transfers are typically recurrent payments by migrant workers to their relatives in their home countries (World Bank, 2015). Through the use of a linear probability model and probit regressions, I examine the variables age, gender, education level, and income quintile. Results of the analysis find that age has a statistically significant negative effect on the …

How Do Interest Rates Affect Market Capitalization Growth Rates In The Us?, Philip Carolin

Undergraduate Economic Review

This paper investigates how interest rates affect the market capitalization growth rate of individual companies in the US. The research will distinguish itself from previous literature as it analyzes company and macroeconomic data after the 2008 recession. This is particularly interesting as interest rates have been historically low in this time period. Previous research suggests that since the Great Recession the effects of interest rate changes have decreased. On the contrary I will argue that the effects of interest rates still appear to be significant and substantial when explaining the market capitalization growth rate.

Financial Red Flags: Empirical Mapping Of Firm Political Preferences By Sector In Mexico, Ian Connors

Master's Theses

Can the stock market be used to determine the political preferences of individual economic sectors? This paper explores the conceptual relationship between electoral outcomes and financial markets in Mexico. Specifically, it analyzes how financial markets predict the expected effects of a given political platform on the performance of firms within specific sectors. To do this, the study used event-study methodology to calculate abnormal returns on stock prices across the nine sectors listed on the Bolsa Mexicana de Valores stock exchange following the historic election of leftist candidate Andrés Manuel López Obrador (AMLO), On July 1, 2018. However, despite the uncertainty …

Essays On Convex Weighting For Global Vector Autoregressive Models, Garrison Leach

Economics Theses and Dissertations

This dissertation focuses on studying the impact that weighting schemes can have on forecasting performance and dynamic analysis in global vector autoregressive (GVAR) models. The first chapter discusses an existing gap in the literature regarding weighting scheme choice and develops a simple, yet powerful method for defining richer spatial linkages in a way that doesn’t sacrifice economic context. The new technique called convex weighting, extends the set of available options for defining spatial linkages in models that handle the curse of dimensionality via compression and offers a justifiable approach to alleviating uncertainty. The second and third chapters apply the newly …

Empirical Analysis Of China’S Exchange Rate And Macroeconomic Policy, Jia Ji

Dissertations, Theses, and Capstone Projects

This dissertation examines the effects of exchange rate and macroeconomic policy in China. It consists of three chapters. Chapter 1 explores the dynamics of monetary transmission mechanism. As China’s domestic financial markets deepen and develop further toward a market-based system, the country’s monetary policy transmission should continue to improve in the sense that the policy instrument’s influence on economic conditions increases in magnitude and stabilized across time. Using a short-term key interest rate as a standard monetary policy tool and time-varying parameter techniques, this study empirically demonstrates that China’s monetary policy framework is in the midst of transitioning to a …

The Role Of Income Inequality As A Predictor Of Per Capita Gross Domestic Product, Daniel Friedberg

Student Scholar Showcase

The role of income inequality in relation to gross domestic product is of great importance in modern time. Income inequality is a pressing phenomenon in the fields of economics, politics, and sociology, while Gross Domestic Product is the benchmark statistic in measuring the health of any economy. But how well does income inequality serve as a predictor for the level of Purchasing Power Parity (PPP) GDP per capita within a nation? This cross-sectional study determines that the GINI Index has no significant statistical relationship with PPP GDP per capita level. While income inequality is a major economic variable that contributes …

Given Today's New Wave Of Protectionsim, Is Antitrust Law The Last Hope For Preserving A Free Global Economy Or Another Nail In Free Trade's Coffin?, Allison Murray

Loyola of Los Angeles International and Comparative Law Review

No abstract provided.

Shapes And Transitions Of The Interest Rate Term Structure, Biwei Chen

Dissertations, Theses, and Capstone Projects

I analyze different shapes of Treasury yield curves in order to better reflect and predict the U.S. economy. Since the late 1980s, macroeconomists have found that the slope of the yield curve predicts economic activity such as inflation, output growth, and recessions, but they have not fully examined the links between various shapes of yield curve and the macroeconomy. To fill the gap, I classify yield curve shapes with the U.S. Treasury yield data, detect the shape patterns over the business cycles, and map these shapes onto corresponding inflation and production states. Although the downward-sloping yield curve reliably predicts U.S. …

Improvements To Consumption Prediction: Machine Learning Methods And Novel Features, Ian Kinskey, Glenn Oswald, Charles Mccann, Travis Finch, Anthony Tanaydin

SMU Data Science Review

Current models for predicting personal consumption expenditures (PCE) employ statistical techniques and rely upon traditional economic features. We compare vector autoregression and random forest regression models using traditional economic features as inputs to predict PCE. Additionally, we develop novel features derived from the earnings call transcripts of publicly traded U.S. companies using natural language processing (NLP) techniques. These new features reduce the mean square error (MSE) of the vector autoregression model by 7% and the random forest model by 23%. We find the random forest models outperformed the vector autoregression models, with a MSE reduction of 68%. We conclude the …

Modeling And Forecasting Glacier National Park Visitation, Michael James Kernan

Graduate Student Theses, Dissertations, & Professional Papers

National parks have recently seen increased visitation demand. Glacier National Park is located in an area where changes in weather and climate will occur at an accelerated rate. Changes in fire and precipitation regimes are taking place at a time when Glacier National Park is setting new visitation records. This paper uses regression and forecast models to investigate the changing landscape of park visitation.

Findings suggest important impacts to monthly visitation and cycling on Going-to-the-Sun Road in Glacier National Park are associated with forest fire activity and precipitation. The conclusions of this paper support perceptions about the effect natural occurrences …

The Effect Of Outward Foreign Direct Investment On Exports In Japan During The Lost Decade, 1985-2005, Alexandros Ladas

Dissertations and Theses

This study will utilize an OLS analysis of the panel data coming from various databases such as the World Bank, Federal Reserve and etc. to determine if there exists a significant correlation between the exports of Japan and its foreign direct investment (FDI) in the period of 1985-2005 with nearby trading partners of which include the countries of ASEAN, China and South Korea. In addition, a selection of supplemental factors will be used to determine if they also possess any significance with exports. These factors include: the exchange rate of the Japanese yen with the currency of the trading partner …

Accounting For Agent Heterogeneity In Market And Policy Analysis, Konstantinos Giannakas

Zea E-Books Collection

doi:10.13014/K2416V8V

This book presents a multi-market framework of market and policy analysis that explicitly accounts for the empirically relevant heterogeneity in consumer preferences and producer characteristics. The explicit consideration of consumer and producer heterogeneity represents a significant departure from the representative consumer and producer that have been at the center of most of the literature on market and policy analysis, and enables the distributional impacts of changes in market conditions and policies to be fully identified. The framework is used to analyze the system-wide market and welfare impacts of a number of changes in market conditions (like changes in consumer …

Nonlinearities In The Real Exchange Rates: New Evidence From Developed And Developing Countries, Yamin S. Ahmad, Ming Chien Lo, Olena M. Staveley-O'Carroll

Economics Department Working Papers

This paper investigates nonlinearities in the dynamics of real exchange rates. We use Monte Carlo simulations to establish the size properties of the Teräsvirta-Anderson (1992) and the Teräsvirta (1994) test, when the dynamics of the real exchange rate is influenced by an exogenous process. In addition, we examine the modification proposed by Ahmad, Lo and Mykhaylova (2013; Journal of International Economics) to show that the modified nonlinearity test performs much better than the original in both Monte Carlo exercises and in the actual data on 1431 bilateral real exchange rate series. Finally, we investigate the dynamics of the real exchange …

The Economic Impacts Of A U.S. Withdrawal From Nafta: A Cge Analysis, Jonathan Liu

Undergraduate Economic Review

The aim of this study is to examine the economic impacts of a U.S. withdrawal from the North American Free Trade Agreement (NAFTA) on Canada, Mexico and the United States. The shocks simulate scenarios in which the U.S instates penalizing tariff rates on NAFTA countries, a trade war between NAFTA members and a tariff reset to the WTO MFN rates. The effects of these tariff structures are analyzed under the framework of a computable general equilibrium (CGE) model with a focus on macroeconomic variables and welfare. The findings show that, in all iterations, Mexico’s economy takes a substantial hit, America’s …

Does Debt Matter?, Luhan Li

Applied Economics Theses

National debt is a popular topic, since people have a lot of different views on national debt. For example, many people think that there is a positive relationship between national debt and GDP per capita. In other words, the national debt has also increased with the growth of GDP per capita. However, some people feel that there is an inverse relationship between them, so much so that the topic has been discussed. Based on my interest in this topic, I decided to discuss this question. This paper will discuss their influence and importance by analyzing national debt, GDP per capita, …

The Impact Of Macroeconomic Factors On The Price Of Gold, Yunhao Sun

Applied Economics Theses

My thesis is that macro factors have been important to the change of the gold price, but have had a differential impact in three factors: Gross Global Product (GGP), real interest rate, and U.S. dollar index (USDI). I estimated the 1^st difference of the gold model to determine the impact of macro factors on the price of gold per quarter. The model was estimated using the OLS approach the sample size was 148. I make use of data from Federal Reserve Bank of St. Louis economic data. The result was that 1^st difference model had statistically insignificant coefficients. …

Literacy Rates Analysis: An International Comparison, Macarena Arce

Economics Undergraduate Honors Theses

This paper attempts to provide a more complete reckoning of the economics of literacy rates around the world. It consists on a literature review about the economic benefits and costs of literacy rates and then it shows two econometrics models that attempt to predict literacy rates based on GDP, government expenditure, and several other independent variables.

Aiding To Repair: An Analysis On The Impact Of Foreign Aid In Rwanda After The 1994 Genocide, Mary Atta-Dakwa

International Relations Honors Papers

Between April 1994 to July 1994, about 1 million Hutus and Tutsis were murdered in the Rwandan genocide. The genocide not only severely declined the population of Rwandans, but largely impacted its infrastructure, government, and economy. After the genocide, about $15 billion US dollars was sent to provide humanitarian aid. Post-genocide Rwanda has seen a significant growth in its economy; however, speculators may question if the economic growth is attributed to the foreign aid it received after the 1994 genocide. This paper seeks to examine the impact of foreign aid on post-war reconstruction on Rwanda as a case study.

Entrepreneurship Education Empowers Youth To Change Their Lives, Marianna Brashear, Jason Riddle

National Youth Advocacy & Resilience Conference

The Foundation for Economic Education (FEE) aims at equipping Title 1 schools with free, hands-on, engaging materials that any teacher can facilitate either individually or in a classroom setting with no background in entrepreneurship necessary. These versatile lessons, courses, and workshops teach the entrepreneurial mindset optimizing opportunities for grades 8-12 students no matter which life/career path they choose.

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 …

Fighting World Hunger Can Be A Win-Win: Innovating Firms Can Do Well By Doing Good, Konstantinos Giannakas, Amalia Yiannaka

CAFIO: Policy Research Group Policy Pagers

A 2018 report by the Food and Agriculture Organization of the United Nations estimates that more than 820 million people around the world have been facing malnutrition and hunger.

Based on K. Giannakas and A. Yiannaka. 2018. Doing Well by Doing Good: Agricultural Biotechnology in the Fight against Hunger. Agricultural Economics. doi: 10.1111/agec.12455

The Impact Of Government Debt On Macroeconomic Indicators: Evidence From G7 And Asean Countries, Amani Ahmed Alzahrani

Masters Theses

Government debt continues to be a critical economic policy issue, which largely affects both developed and developing countries, due to elevated level of debt. From a general viewpoint, government debt is a crucial feature of a country's financial system and a major indicator that contributes to the formation of a country's reputation in the international market.

This paper investigates the impact of government debt on certain macroeconomic and wellbeing indicators in a group of industrialized and developing countries. That is, the study seeks to examine how government debt influences GDP per capita, domestic and foreign investment, and HDI in both …

The Effect Of Changes In Racial Composition On Housing Prices: A Study Of The Most Diverse Place In The World, Youseph Anwar

Theses and Dissertations

This study attempts to illustrate that increases in minority residents may lead to decreases in housing prices. I observe the effects of changes in racial composition on housing prices in Queens, NY from 2011-2015. The following econometric tools are implemented: a fixed effects model, quantile, hedonic, and OLS regressions.

Essays On The Impact Of Exchange Rate Movements On Stock Return And Country Output, Junnan Zhao

Dissertations, Theses, and Capstone Projects

Exchange rate movements are widely believed to be a major source of uncertainty at both micro- and macro-economic levels. At the microeconomic level, corporate managers controlling risk and investors seeking to hedge their portfolios are both obviously interested in estimates of a firm’s exchange rate exposure ̶ i.e., how much of the value of a firm will be affected by exchange rate movements. At the macroeconomic level, a currency appreciation may have a contractionary effect on a country's output.

Chapter 1 tests whether the launch of the euro around 1999 significantly reduced stock market volatility and exchange rate risk exposure …

Essays On Inequality And Macroeconomic Stability, Thomas Hauner

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters. . .

Chapter 1: Aggregate Wealth and Its Distribution as Determinants of Financial Crises: Panel Evidence This essay investigates the relationship between wealth inequality and financial crises across a panel of nine advanced economies over the past 100 years. While substantiation of a role for income inequality is ambiguous in the literature, evidence is presented suggesting a unique capacity for the accumulation of assets to increase the likelihood of a future financial crisis episode. Testing long-run panel data with a reduced form, two-way fixed effects model, estimates suggest that increasing wealth inequality, in an …

Three Essays On The European Sovereign Debt Crisis With A Special Focus On Greece, Flora Leventi

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters where I examine several aspects of the European sovereign debt crisis. The first chapter focuses on systemic risk. Following the financial crisis of 2007-08, both in academic as well as policy circles, much of the research has focused toward the systemic importance of financial institutions. Parallel to that research, but to somewhat lesser extent, there have been improvements in our understanding of how risk is transmitted from the financial system to the real economy. This chapter investigates a related yet distinct manifestation of systemic risk, namely systemic sovereign risk. Using data on sovereign credit …

Macroeconomic Instability Index And Threshold For The Nigerian Economy, B. A. G. Amoo, J. K. Achua, N. P. Audu, B. Hamma

Economic and Financial Review

The paper employed statistical algorithms, factor analysis and threshold autoregressive models to address the gaps in management of macroeconomic instability in Nigeria. Using data spanning 2010q1 to 2017q2, the findings showed that the values of macroeconomic instability index (MII) fluctuated between 0.316 and 0.609, with a threshold of 0.461. This showed an inverse relationship between macroeconomic instability and economic growth. This framework could serve as a mechanism to gauge early warning signal of instability in Nigeria.

Unofficial Dollarisation And Monetary Policy In Nigeria, Y. Adamu

Economic and Financial Review

This paper examined the impact of dollarisation on monetary policy in Nigeria, using monthly data spanning 2002 to 2016. The paper adopted the conventional IMF proxy for dollarisation and traced its reactions to changing monetary policy stance. Using the vector autoregression (VAR) model and interbank rate as an indicator of monetary policy stance, the results showed that the size of dollarisation could influence the outcome of monetary policy, though the impact was small. This was evident from the output equations, that inflation did not respond in the first month and responded negatively in the second month. However, from the third …

Considerations For Mexican Immigration Policy Reform: How Motivations To Migrate Align With U.S. And Mexican Macroeconomic Conditions, Alix Naugler

Undergraduate Honors Theses

The nationalistic rhetoric adopted by the newly-elected president’s administration along with the public’s climaxing anti-immigrant hysteria has recently forced Mexican immigration intervention to the top of the U.S. agenda. Misconceptions regarding Mexicans’ role in stealing jobs, threatening cultural and ethnic traditions, and straining public welfare, educational, and healthcare resources have spurred a fear among the American people. This politically-fabricated “schizophrenia” has ceased the political and economic collaboration between the two nations and has resulted in the unilateral militarization of the U.S.-Mexico border. In this evaluation of the U.S. government’s immigration policies, the proposed economic theories related to Mexicans’ motivations in …