Econometrics Commons^™

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 …

Exploring The Relation Between Sectoral Foreign Direct Investment And Domestic Investment: Case For Turkey, Selin Erkan

Dissertations and Theses

This thesis investigates the relationship between Foreign Direct Investment (FDI) and domestic investment in Turkey during 2005Q1-2016Q2 to see if there is a crowding-in or crowding-out relationship. Sectoral FDI data for manufacturing, agriculture and service are employed and gross fixed capital formation is used as a proxy for domestic investment. GDP and export are used as control variables. A VAR model estimates negative coefficients of sectoral FDI on domestic investment indicating that there is some crowding-out in Turkey during 2005Q1-2016Q2 although not one-for-one. These negative effects are concentrated in the manufacturing sector.

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 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 …

Who Influences Your Outcomes? The Effect Of Culture And Ethnic Origin, Neighborhood And Peers On Personal Income: A Spatial Econometric Analysis Of New York City, Anna Arakelyan

Dissertations, Theses, and Capstone Projects

Being a “social animal”, each person is inherently embedded into a complex structure of social relations. He has role models to aspire to, conformity rules to follow, and expectations to meet. This paper explores the different social influences each person experiences in life. Specifically, I consider how a person’s ethnic community, age reference group, occupational and industry group peers, and residential area neighbors affect his total income. I introduce a novel model of multiple social networks and discuss various identification implications. I apply the model empirically to New York City, which naturally is a very favorable environment to test for …

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 …

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 …

Direct Effects Of Bundled Payments For Care Improvement Initiative: A County-Level Approach, Konstantinos Panitsas Mr

Theses and Dissertations

Implementing a nonlinear, Difference-in-Differences estimation method, I quantify the positive impact bundled payment reforms have on vulnerable population groups living in U.S. counties where this cost reducing initiative was implemented. I find statistically significant effects of this health-care initiative on the elderly and the economically disadvantaged individuals.

The Effect Of Paid Sick Leave On Physician Office-Based Visits, Korvin Vicente

Theses and Dissertations

This paper uses a balanced sample of workers from cross-sections of the National Health Interview Survey to estimate the causal effects of paid sick leave on the medical care seeking behavior of individuals, as measured by physician office-based visits.

Unemployment, Does It Really Hurt?, Claudia Vargas

Theses and Dissertations

This paper analyzes the consequences of changes in the unemployment rate in Colombia on the level of education attained for adolescents. Increases in the unemployment rate are associated with an increase in the average number of years of education. No significant effect was found for men of the same age.

Teaching Size And Power Properties Of Hypothesis Tests Through Simulations, Suleyman Taspinar, Osman Dogan

Publications and Research

In this study, we review the graphical methods suggested in Davidson and MacKinnon (Davidson, Russell, and James G. MacKinnon. 1998. “Graphical Methods for Investigating the Size and Power of Hypothesis Tests.” The Manchester School 66 (1): 1–26.) that can be used to investigate size and power properties of hypothesis tests for undergraduate and graduate econometrics courses. These methods can be used to assess finite sample properties of various hypothesis tests through simulation studies. In addition, these methods can be effectively used in classrooms to reinforce students’ understanding of basic hypothesis testing concepts such as Type I error, Type II error, …

Can Noncompliant Behavior Explain Racial/Ethnic Disparities In The Use Of Force By The Nypd? An Econometric Analysis Of New York's Stop-And-Frisk, Omari-Khalid Rahman

Theses and Dissertations

This paper seeks to analyze spatiotemporal variations in NYPD policing patterns in an attempt to identify the causal mechanism(s) driving the observed racial/ethnic disparities; specifically, it addresses questions of how changing neighborhood demographics influence the decision-making of NYPD officers/precincts as it relates to their controversial Stop-and-Frisk policy.

The Effects Of Globalization On An Emerging Economy: The Case Of South Africa, Oluwasheyi S. Oladipo

Dissertations, Theses, and Capstone Projects

This dissertation examines how globalization influences selected aspects of an emerging economy, using South Africa as a case study. The dissertation consists of three chapters: two microeconomic studies and one macroeconomic paper on the effects of globalization on some of the factors affecting economic growth. One micro paper explores the impacts of openness on inequality (Chapter 1), another investigates the impacts of trade liberalization on manufacturing sector wages (Chapter 2), and the macro study, which is the final chapter, examines the effects of inflation targeting on exchange rate pass through to domestic prices (Chapter 3).

In 1994, apartheid ended in …

Geospatial Modeling Of Vietnamese Fdi, Cuong Nguyen Tien

Theses and Dissertations

This thesis sets a goal to analyze and project geographically disaggregated measures of FDI using aggregate data. We regress the country level FDI with aggregate, fine geospatial data on GDP, urban extent, and risk. By disaggregating the model, we will predict the FDI flow in every 1000 square kilometer area.

Bullying And Human Capital Accumulation: Evidence From The National Longitudinal Survey Of Youth, 1997, Jessica Lum

Theses and Dissertations

Data from the National Longitudinal Survey of Youth, 1997 (NLSY97) is used to study the effect of bullying on human capital accumulation. Findings suggest that adolescent bullying has a significant and negative impact on the highest educational level attained, as well as income earned as an adult.

Firms' Decisions To Enter A Market Of Highly Differentiated Products: Apparel Industry And New York Fashion Week, Yoko Katagiri

Dissertations, Theses, and Capstone Projects

This dissertation deals with economic aspects of the fashion industry. It begins with a discussion of the complex industrial organization aspects of the industry. A wealth of information in this area has been assembled and is presented for the first time. The focus is on the high-end fashion market: how it started, how it works, New York Fashion Week, and its significance for the industry. Then a comprehensive review of the economics literature as it pertains to the industry is presented, also for the first time. The empirical sections of the dissertation contain estimates of demand functions for apparel and …

Heteroskedasticity Of Unknown Form In Spatial Autoregressive Models With A Moving Average Disturbance Term, Osman Dogan

Publications and Research

In this study, I investigate the necessary condition for the consistency of the maximum likelihood estimator (MLE) of spatial models with a spatial moving average process in the disturbance term. I show that the MLE of spatial autoregressive and spatial moving average parameters is generally inconsistent when heteroskedasticity is not considered in the estimation. I also show that the MLE of parameters of exogenous variables is inconsistent and determine its asymptotic bias. I provide simulation results to evaluate the performance of the MLE. The simulation results indicate that the MLE imposes a substantial amount of bias on both autoregressive and …

A Dynamic-Trend Exponential Smoothing Model, Don Miller, Dan Williams

Publications and Research

Forecasters often encounter situations in which the local pattern of a time series is not expected to persist over the forecasting horizon. Since exponential smoothing models emphasize recent behavior, their forecasts may not be appropriate over longer horizons. In this paper, we develop a new model in which the local trend line projected by exponential smoothing converges asymptotically to an assumed future long-run trend line, which might be an extension of a historical long-run trend line. The rapidity of convergence is governed by a parameter. A familiar example is an economic series exhibiting persistent long-run trend with cyclic variation. This …

Level Adjusted Exponential Smoothing: A Method For Judgmentally Adjusting Exponential Smoothing Models For Planned Discontinuities, Dan Williams, Don Miller

Publications and Research

Forecasters often make judgmental adjustments to exponential smoothing forecasts to account for the effects of a future planned change. While this approach may produce sound initial forecasts, it can result in diminished accuracy for forecast updates. A proposed technique lets the forecaster include policy change adjustments within an exponential smoothing model. For 20 real data series representing Virginia Medicaid expenses, initial forecasts and forecast updates are developed using the proposed technique and several alternatives, and they are updated through various simulated level shifts. The proposed technique was more accurate than the alternatives in updating forecasts when a shift in level …