Econometrics Commons^™

Three Essays On Exchange Rate Models And Their Applications, Azza A. Mansour

Dissertations, Theses, and Capstone Projects

Chapter 1: This chapter attempts to identify the determinant of exchange rate pass-through into producer and destination prices using highly disaggregated firm-level data of importers and exporters of the Egyptian economy from 2009 to 2013. The main findings assert the hypothesis of complete exchange rate pass-through into destination prices at the lowest level of significance for the average exporting firm that is also importing. Furthermore, the firm with the highest import intensity has a lower percentage of pass-through into destination prices, indicating that the marginal cost channel plays a more significant role in determining the speed of the exchange rate …

Essays On Economic Uncertainty And Housing Market In China, Humenghe Zhao

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters that covers topics in macroeconomics.

Chapter 1. Literature Survey of China’s Housing Market and Macroeconomic Uncertainty is a survey of the literature on the history and development of China’s housing market, its unique characteristics, the driving forces behind rising housing prices, and the empirical interactions among housing market, economic uncertainty and the macroeconomy in China.

Chapter 2. The Spatial Correlation of Regional Housing Prices and Economic Uncertainty in China

Rapid real estate development and house price growth in China have garnered significant attention in academia and policy circles. Investigation into highly differentiated but interrelated …

Three Essays On Spatial Econometrics: The Matrix Exponential Spatial Specification, Ye Yang

Dissertations, Theses, and Capstone Projects

This thesis consists of three essays on the matrix exponential spatial specification. In the first essay, we study the generalized method of moments (GMM) estimation of matrix exponential spatial specification(p,q) (MESS(p,q)). We extend the model to a general higher order case and derive its GMM estimator. The large sample properties are also studied. Under homoskedasticity a best GMM estimator (BGMME) is derived and shown to be consistent and asymptotically normal. Under heteroskedasticity an optimal GMM estimator (OGMME) is derived and shown to be consistent and asymptotically normal as well. Monte Carlo experiments that discuss the large sample properties of quasi-maximum …

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.

Essays On The Short-Term Impact Of Minimum Unit Pricing Policy In Scotland, Irena P. Xhurxhi

Dissertations, Theses, and Capstone Projects

This dissertation consists of two chapters, and it evaluates the short-term impact of Scotland’s Minimum Unit Pricing (MUP) policy on a variety of outcome measures. Excessive alcohol consumption has long been considered one of Scotland’s greatest public health challenges, and in an attempt to change this harmful relationship with alcohol, the Scottish Government proposed an alcohol strategy comprising of over 40 measures, a central part of which was the introduction of a statutory minimum price of 50 pence per unit (10ml/8gr) of alcohol known as Minimum Unit Pricing (MUP). This policy aims to reduce alcohol consumption, and in turn, alcohol …

Essays On Paid Sick Leave In The United States, Shaoying Ma

Dissertations, Theses, and Capstone Projects

This dissertation consists of two chapters.

Chapter 1 This study estimates the causal effect of access to paid sick leave on worker mobility, by exploiting variation in the implementation of local paid sick leave mandates over time in the U.S. I use May 2004 - June 2019 Current Population Survey (CPS) basic monthly data, and by taking a Difference-in-Differences approach, I find that the local mandates significantly reduce private sector employees' monthly job turnover. This study is, to the best of my knowledge, the first to present the effect of local paid sick leave mandates in the U.S. on worker …

Eco 230 / Mgt 230 Introduction To Economic And Managerial Statistics, George Vachadze

Open Educational Resources

Development and application of modern statistical methods, including such elements of descriptive statistics and statistical inference as correlation and regression analysis, probability theory, sampling procedures, normal distribution and binomial distribution, estimation, and testing of hypotheses.

Impacts Of Rift Valley Fever Virus: A One Health Approach To Assess Burden And Inform Prevention And Control Options, Catherine Machalaba

Dissertations and Theses

Background: Rift Valley Fever (RVF) is a climate-sensitive emerging zoonotic disease associated with large-scale livestock production losses and human disease burden in Sub-Saharan Africa and the Middle East. While recognized as a key One Health issue based on its transmission dynamics involving human, animal and environmental determinants, there has been poor coordination between sectors to reduce the risk and impact of RVF. Efforts to counter the disease remain largely reactive, presenting an ongoing threat to local and global health security. The intent of this dissertation was to improve understanding of the burden of RVF across society and to identify entry …

Essays In Macroeconomics Of Emerging Markets, Miguel Acosta Henao

Dissertations, Theses, and Capstone Projects

Chapter 1. Law enforcement and the size of the informal sector.

I assemble new cross-country evidence showing that contrary to the standard view, the relationship between the size of the informal sector and tax rates is, at best, ambiguous. Law enforcement and informality also show no clear relation. Motivated by these findings, I augment a standard two-sector (formal and informal) small open economy model with endogenous law enforcement that depends on the size of the informal sector (measured by its assets) and government expenditure. I use a micro-dataset from Colombia to show that both taxes and law enforcement are necessary …

Essays In Financial Economics And Applied Macroeconomics, Marius Mihai

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters that cover topics in finance and macroeconomics.

Chapter 1 - Do Credit Booms Predict U.S. Recessions?

This paper investigates the role of bank credit in predicting U.S. recessions since the 1960s in the context of a bivariate probit model. A set of results emerge. First, credit booms are shown to have strong positive effects in predicting declines in the business cycle at horizons ranging from six to nine months. Second, by isolating the effect of credit booms, I identify their contributions to recession probabilities which range between three and four percentage points at a …

Shocks To Aggregate Demand And Aggregate Supply In The Midst Of Covid-19, Anna M. Gellerman

Publications and Research

COVID-19 sent shockwaves throughout the economy, changing the amounts of goods and services distributed and altering the demand. This article discusses the negative demand shock and adverse supply shock that the U.S. economy faced in 2020, and the policies that the government implemented to reverse these effects.

Female Labor Force Participation And Economic Growth: Granger Causality Test, Zulakha Rahman

Theses and Dissertations

Does rising female labor force participation precede economic growth, or does the relationship run in the other direction? This paper addresses this question by performing a Granger causality test to examine the relationship between economic growth and female labor force participation worldwide. The economic growth –is measured in two ways: using Growth Domestic Product, Purchasing Power Parity (constant 2011 international dollar) and Growth Domestic Product using local currency units. The test uses a completely balanced panel dataset spanning over 28 years from 1990 to 2018 and using 151 countries for Purchasing Power Parity dataset and 154 countries in GDP in …

In Utero Nutritional Shocks And Non-Cognitive Skills: Evidence From Ramadan Fasting In Indonesia, Timothy M. Kell-Fien

Theses and Dissertations

This paper estimates the effects of prenatal exposure to maternal Ramadan fasting on the development of non-cognitive skills. To study this relationship, I employ a general structural equation model (GSEM) on a sample of Muslims from the fifth wave of the Indonesian Life and Family Survey (IFLS). The results of this study find that in utero exposure to Ramadan is associated with lower levels of agreeableness and conscientiousness, and higher levels of neuroticism. The impacts I find on agreeableness and conscientiousness are driven by third trimester exposure and the sub-sample of women. The impacts on neuroticism are driven by exposure …

Essays On The Application Of The Machine Learning Methods In Finance And Policy Evaluation, Olga Guska

Dissertations, Theses, and Capstone Projects

In the age when "Big Data" is becoming almost a household word, such abundance of information in different forms and representations can be of a great help for one's decision-making let it be a trader betting on a stock, or a policy-maker assessing the potential impact of proposed regulation. Whereas traditional economic research is primarily based on the use of numerical data continuous or discrete, there is a great deal of useful information that can be extracted from text data. Such information can power novel identification strategies or help perceive solutions from a different angle, but observed volumes of such …

Financial Development And Economic Growth, Chiau-Jiun Jiang

Dissertations and Theses

This paper purposes to discuss the relationship between the financial development and economic growth. In the past, most studies related to the influence of financial development on economic growth used cross-sectional analysis or time series analysis. However, the cross-sectional analysis cannot explain the long-term trend of the time series, and the time series is unable to explain the multiple samples of the cross-section. Based on Arellano and Bond (1991), and Arellano and Bover (1995), this paper utilizes the panel data model to discuss financial development and economic growth. The results point out that bank credit in total GDP and capitalization …

Essays In Empirical Economics, Agustin Indaco

Dissertations, Theses, and Capstone Projects

This dissertation consists of two chapters that utilize distinct econometric methods and novel datasets.

In the first chapter, “From Twitter to GDP: Estimating Economic Activity From Social Media”, I collect all geo-located image tweets shared on Twitter in 2012-2013 to study whether the volume of tweets is a valid proxy for estimating current GDP in USD at the country level. My preferred model explains 94 percent of the cross-country variation and the residuals from the model are negatively correlated to a data quality index, indicating that my estimates of GDP are more accurate for countries with more reliable GDP data. …

Effects Of Innovations In Health Care Provision And Financing, Hoda Nouri Khajavi

Dissertations, Theses, and Capstone Projects

This dissertation consists of four chapters that study the impacts of innovations in health care provision and financing. The relentless rise in US health care costs has led the Centers for Medicare and Medicaid Services to launch various pilot programs to create financial incentives for health care providers, suppliers, and local communities to improve the efficiency of the health care system. The fist chapter of this manuscript reviews the main pilot programs implemented and/or funded by the Centers for Medicare and Medicaid Services since the 111th United States Congress passed the Patient Protection and Affordable Care Act, also known as …

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 …

The Effect Of Citi Bike Introduction On Injury Rates In New York City, Masakazu Hiruma

Theses and Dissertations

This paper tests the hypothesis that the introduction of Citi Bike influences bicycle injuries by observing the gradual expansion of the bike share system in NYC. Data is analyzed from 2012-2018 New York Police Department (NYPD) Motor Vehicle Collisions and Citi Bike Station Feeds (NYC Open Data).

An Evaluation Of The Impact Of Leading Pedestrian Interval Signals In Nyc, Jeremy J. Sze

Theses and Dissertations

I evaluated the impact of the phased introduction of Leading Pedestrian Interval Signals (LPIs) on collision and injury outcomes at 12,987 signalized traffic intersections in New York City over the course of 25 quarters from 2012 to 2018. An intersection is treated when a LPIs is installed to give pedestrians lead time to cross the street before vehicles are allowed to move. Outcomes from NYPD’s Motor Vehicle Collisions data were matched to signalized intersections. I hypothesize that LPIs would reduce collisions and reduce injuries for pedestrians at intersections. A difference in difference fixed effects panel regression was used to identify …

The Quality Of Xbrl Structured Financial Statements: An Empirical Examination Of Custom Tags, Aidana Razhap Kyzy

Theses and Dissertations

In 2009 the US Securities and Exchange Commission (SEC) adopted the eXtensible Business Reporting Language (XBRL) system to improve the process by which financial statements can be used. Interactive financial data filed with the SEC using XBRL provides easily readable and comparable financial data, thereby improving transparency and efficiency in the corporate market. SEC rules permit companies to use custom tags in their financial reports in cases when an appropriate element cannot be found in the Financial Accounting Standards Board (FASB) standard XBRL taxonomy. The inordinate use of custom tags may result in a reduction of financial report quality by …

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 Effect Of Per Capita Relief Spending On County Level Joblessness In The United States In 1937 & 1940, Mohammad S. Ahmed

Theses and Dissertations

This paper uses the 1937 and 1940 county level census data to estimate what effect did additional per capita relief spending have on joblessness in the United States in 1937 and 1940. To account for endogeneity in relief spending and its unequal/non-random distribution, an instrumental variables approach is used. The results show that additional per capita relief spending lowered joblessness in the United States in both years: 1937 and 1940.

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. …

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 …

Synthetic Control And Dynamic Panel Estimation: A Case Study Of Iran, Orkideh Gharehgozli

Dissertations, Theses, and Capstone Projects

International sanctions imposed on Iran, targeting primarily Iran’s key energy sector and its ability to access the international financial system, have harmed Iran’s economic growth, specifically from 2011 to 2014. This thesis uses this case to study and compare the applicability of two different popular approaches used in comparative case studies exploring the effect of a policy intervention.

In the Chapter 1 we study the synthetic control method. Using this method, we estimate the effect of the intensification of sanctions on Iran’s GDP during the period 2011 to 2014. The year of 2011 was Iran’s first full year under these …

The Connection Between Race And Performance Of Nba Draft Picks, Jeremiah Mitchell

Theses and Dissertations

This paper examines the relationship between race and performance in terms of one of the highest forms of efficiency in basketball, field goal percentage, based on college statistics, with regard to draft position, career earnings and NBA win shares.

The Catalyst Effect Of Historic Preservation: A Spatial Analysis Of The Impact Of Historic District Designation On Housing Renovations In New York City, Ali R. Mostafa

Theses and Dissertations

The constraints on property use along with the economic merits of historic districts are critical points in the debate over preservation policies. Improving the existing housing stock is a substantial economic activity and a significant part of the nation’s overall construction industry. The purpose of this study is to present an empirical analysis of the relationship between historic district designation and renovation decisions. The results of the analysis found that historic preservation does not inhibit the renovation activity of single-family homeowners. However, contrary to the claims made by proponents, it does not give a powerful incentive for owners in undesignated …

Proposition 47 And Crime: A Difference In Differences Analysis Of Incarceration Rates And Crime Using Border Counties, Brian J. Fischer

Theses and Dissertations

California passed Proposition 47 by vote and changed the way the state punishes drug and theft. I find an increase in crime using a difference in differences model by computing the change in thefts with the change in inmates. This effect sides with anecdotal claims and disagrees with empirical studies.

Race And Gun Violence In The United States: A Case Study Of Policy Reform In Missouri, Morgan C. Williams Jr

Dissertations, Theses, and Capstone Projects

Gun violence remains an important contributor to racial differences in mortality within the United States. Despite the existence of these significant racial disparities in firearm homicide victimization, the relationship between gun control policy and racial disparities in homicide remains largely unexplored within the empirical crime literature. Previous research suggests that access to secondary firearm markets serves as a salient contributor to local gun violence with the regulation of private firearm sales falling exclusively within state-level jurisdiction. The role of state-level background check requirements for private firearm sales in reducing gun violence remains controversial in both the empirical literature and gun …