Econometrics Commons^™

A Comparison Of M&T Bank And Citizens Bank Net Income Changes During The Coronavirus Pandemic, Alex R. Glasier

Applied Economics Theses

The COVID-19 pandemic had a tremendous impact on every aspect of life, particularly within the world of banking & finance. All banks saw sharp drops in their stock prices and net income, but my hypothesis is that larger, more established banks maintained more stability during 2020 than smaller banks. This paper analyzes the income statements and balance sheets of M&T Bank (an older, more well-established bank) and Citizens Bank (a less-established bank) during this difficult time.

The first part of my thesis describes similarities and differences between M&T Bank and Citizens Bank. I explain how these similarities and differences may …

Essays On Futures Market And Machine Learning, Jonathan J. Lopez Camara

Dissertations, Theses, and Capstone Projects

Chapter 1 - Big Data And Machine Learning To Predict Overnight Interest Rates. This paper is a brief introduction to the two main pieces I have elaborated as part of the dissertation. Here, I explain the reasons why I have done my research about predicting the overnight interest rates for Mexico and the United States using big data and machine learning models. I explain the connection between the two research papers, I define some basic concepts such as future contracts and the overnight funding rate for Mexico. There is a summary about the data I use, and the machine learning …

Bayesian Methods In Economics And Finance: Editor's Introduction, Jun Yu

Research Collection School Of Economics

Modern days, Bayesian methods have gained prominence in theoretical work and applications in economics and finance due to the rapid development of computational technologies and their ability to learn. The special issue intends to examine central aspects in Bayesian analysis and applications, including prior choices, model selection with massive data and latent variables, hypothesis testing, Bayesian learning. In total, this special issue contains ten papers, all subject to the Journal of Econometrics (JOE)’s normal refereeing process. Most of these papers came from a conference held at the ESSEC Singapore campus on 10 December 2018.

Essays On Spillover Effects Across U.S And China, Zhuo Xi

Dissertations, Theses, and Capstone Projects

Chapter1: With the rapid development and continuous advancement of economic globalization, the links between countries around the world have become increasingly tight. Among them, the United States, as the world's largest economy, its monetary policy is bound to cause significant spillover effects on other economies around the world. By constructing a Threshold SVAR model with monthly data from 1996 to 2019, this paper empirically investigates the spillover effects of US monetary policy on China's economy during different U.S policy regimes. The transmission mechanism of such effects has been tested through different channels including policy channel, trade channel, asset value channel …

Macroeconomic Adjustments Of Global Convergence: Real Exchange Rate Response Of Asia-Pacific Growth, Kumarappan Annamalai

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters.

Chapter 1 : PURCHASING POWER PARITY, REAL EXCHANGE RATE, PRICE LEVEL INDEX and HARROD-BALASSA-SAMUELSON EFFECT: LITERATURE SURVEY

In the light of the concepts explained in the introduction section, this chapter explores the seminal papers on the Purchasing Power Parity principle, the Real Exchange rate, and the Price Level Index, showing the evolution of PPP and the methodologies adopted in exploring the characteristics of PPP and the real exchange rates. Various characteristics might be stationarity or non-stationarity of the real exchange rates (RER), variance, correlation, half-life measures, linearity versus non-linearity, etc. Various methodologies adopted were …

The Effect Of Leverage On Credit Default Swaps, Xiling Lai

Undergraduate Student Research Internships Conference

The research investigates the effect of leverage on the pricing of Credit Default Swaps (CDS) and focuses on key sectors of the economy: Technology, Financials, Consumer Staples and Industrials. CDS are financial instruments that were developed a few decades ago and have become more widely used in financial markets for hedging credit exposures. Given their prevalence in financial markets, it is important to understand how CDS spreads change when reference entities modify their capital structure.

In the regression analysis, the level of CDS spread is used as dependent variable, and the standardized relative leverage is used as independent variable. My …

A Study Of Canadian Bankruptcies, 2014-2022, Luis Guilherme Mazzali De Almeida

Undergraduate Student Research Internships Conference

This paper studies Canadian monthly bankruptcy data from January 2014 to February 2022 with an aim towards identifying the existence of underlying heterogeneity in the decision-making of firms across different industry sectors during periods of economic adversity. The data used include provincial two-digit NAICS bankruptcy level data, provincial pandemic-related data concerning the evolution of cases and stringency of adopted policies, and external factors pertaining to the domestic and foreign economies such as industry GDP, the overnight rate target, exchange rates, imports and exports, prices, and bond liquidity premium. The method is two-fold. First, we identify changes in bankruptcy trends caused …

How Presidential Disapproval Affects Bitcoin Returns: A Product Of The President, Joseph Libretti

Honors Theses

There has been a growing fascination for decentralized electronic assets, and Bitcoin has emerged as the face and leader of the movement. There have been three different presidents coinciding with the growth of Bitcoin. Since the creation of Bitcoin, each president has faced periods of net disapproval, and these periods have been the norm throughout Obama’s, Trump’s, and Biden’s presidencies. There is currently no existing literature on Presidential ratings as a predictor of Bitcoin, however, there has been research on the predictors of Bitcoin and Presidential ratings as a predictor of financial markets. I hypothesized that increases in net disapproval …

Bayesian And Machine Learning Methods With Applications In Asset Pricing, Yaohan Chen

Dissertations and Theses Collection (Open Access)

The dissertation consists of three essays on asset pricing by constructing new data set and developing new methodologies. In the first chapter, we conduct empirical studies on the volatility-managed portfolios in the Chinese stock market. Using data from the Chinese stock market, we have found that the main empirical findings in Moreira and Muir (2017) break down. Based on the empirical findings, we exploit a comprehensive set of $99$ equity strategies in the Chinese stock market to analyze the value of managed portfolios. Based on these $99$ equity trading strategies, we find that there exists no systematic gain from scaling …

Youth Entrepreneurship Dynamics In Benin: Was Access To Finance The Missing Piece For Opportunistic Self-Employment?, Modeste Melain Senou, Kolotioloman Soro

The Journal of Entrepreneurial Finance

Young people in developing countries and more especially in Sub-Saharan African countries are seeking employment opportunities in challenging economic and social environments. Entrepreneurship appears then as a key factor in reducing unemployment, grasping for a sustainable job and reducing poverty. Both national and international authorities are taking steps to facilitate youth entrepreneurship. In that context, this study aims at reexamining the effect of access to finance on the dynamics of entrepreneurship of young people in transition from School to work in Benin. Using a SURE Probit procedure on data from the International Labor Organization (ILO) we estimated jointly the predicted …

Save, Gamble, Or Both? The Relationship Between Premium Bond Sales And Lottery Sales In The United Kingdom, Kaden Grace

Honors Theses

Four out of every ten Americans are unable to pay for an unexpected $400 bill out of their savings accounts. To ameliorate this problem, one policy to incentivize saving is a Prize-Linked Savings Account (PLSA). Unlike a traditional savings account that pays out a consistent rate of return, a PLSA pools the interest on all deposits and distributes the returns in randomly drawn prizes (similar to a lottery). However, PLSAs remain illegal in many areas due to a concern that the introduction of a private or public PLSA could cannibalize revenue from an existing state-sponsored lottery, thus restricting the state’s …

Cryptocurrencies Bandwagon…Fad Wave Or Investment Asset? Firm Level Analysis Of Panel Data In Egypt, Yasmine Galal

Theses and Dissertations

The crypto market is growing rapidly and gaining momentum globally. The current study is tackling the impact of the crypto exchanges on the stock market in Egypt. The author consolidated firm level data from DataStream and Cryptocurrency data from CoinDesk to conduct this study over the period 2014-2020. The methodology is based on Fixed Effect and IV-GMM models to study the differential impact across sectors and firm attributes. Our main findings can be highlighted as follows: (a) cryptocurrencies are substitutes to stocks. (b)Two periods are highlighted in the analysis: 2016 post currency devaluation and COVID-19 pandemic, where the adoption was …

Financial Inclusion And Monetary Policy - Investigating The Relationship Between Financial Inclusion And Monetary Policy: The Case Of Egypt, Salma Maher

Theses and Dissertations

In the past decade, financial inclusion has become an issue of increasing importance to developing nations. This is due to its perceived effects on poverty alleviation, sustainable growth and enhancing monetary policy effectiveness. Unfortunately, there is little empirical research on the effects of financial inclusion. The thesis hopes to contribute to the literature by inspecting the relationship between financial utilization indices and monetary policy in Egypt. The thesis utilizes quarterly data on outstanding deposits and loans from 2004 to 2020 as well as a VAR model – supplemented with an ARDL model – to test the aforementioned relationship. The thesis …

Liquidity Commonality With Factor Models, Ernesto Garcia Iii

Dissertations, Theses, and Capstone Projects

Market microstructure research has recently devoted attention to a phenomenon called commonality in liquidity. In this dissertation, I will analyze commonality in liquidity using a novel factor model approach and a generalized definition of commonality in liquidity. This analysis will show that commonality in liquidity is rarely a marketwide phenomenon and is mostly restricted to stocks with a large market capitalization. Additionally, commonality in liquidity is a very recent phenomenon whose appearance coincides with a rise in passive investing after the Dotcom Bubble burst and, more so, after the 2008 Financial Crisis. I will present evidence that suggests commonality in …

Essays On Empirical Asset Pricing Models, Somayeh Ahmadi

Dissertations, Theses, and Capstone Projects

This thesis examines co-movement across industry return and value and momentum asset price anomalies through a new perspective and uses machine learning and spatial econometrics approaches. The first chapter examines the main approaches developed in the cross-section asset pricing literature for finding risk variables. The second chapter focuses on spatial co-movement across US industry returns. We show that spatial co-movement explains the variance in US industry returns after accounting for exposure to common variables, serial dynamics, and industry sector-specific characteristics using a dynamic spatial panel data model. The results show that an investment strategy that buys industry portfolios with high …

A Panel Clustering Approach To Analyzing Bubble Behavior, Yanbo Liu, Peter C. B. Phillips, Jun Yu

Research Collection School Of Economics

This study provides new mechanisms for identifying and estimating explosive bubbles in mixed-root panel autoregressions with a latent group structure. A post-clustering approach is employed that combines a recursive k-means clustering al-gorithm with panel-data test statistics for testing the presence of explosive roots in time series trajectories. Uniform consistency of the k-means clustering algorithm is established, showing that the post-clustering estimate is asymptotically equivalent to the oracle counterpart that uses the true group identities. Based on the estimated group membership, right-tailed self-normalized t-tests and coefficient-based J-tests, each with pivotal limit distributions, are introduced to detect the explosive roots. The usual …

Essays In Monetary And Macroprudential Policies, Mikheil Dvalishvili

Dissertations, Theses, and Capstone Projects

Chapter 1 Using a medium scale general equilibrium New Keynesian business cycle model with macroprudential policy and news shocks I study the effectiveness of various combinations of the monetary and macroprudential policies. I incorporate defaults both in the banking sector and households. The results show that out of the policy strategies considered the standard Taylor rule combined with the LTV requirement that reacts countercyclically to the deviation of house prices from the steady state yields higher welfare as compared with all the other strategies considered. Additionally, the standard Taylor rule combined with either of the countercyclical LTV requirements mitigates the …

Vector Autoregression Analysis Of The Relationship Between Inflation Rate, Interest Rate, And Exchange Rate To The Jakarta Islamic Index, Ajeng Qurrota A'Yun, Nur Fatwa

Journal of Strategic and Global Studies

ABSTRACT

The Indonesian Sharia Capital Market is an interesting thing to study because based on the 2019 Global Islamic Finance Report (GIFR) report, Indonesia is ranked first in the Global Sharia Financial Market. The Jakarta Islamic Index (JII) is the sharia stock index that was first launched on the Indonesian capital market on July 3, 2000 and only consisted of the 30 most liquid Islamic shares listed on the Indonesia Stock Exchange. This study will try to uncover how the relationship between macroeconomic variables in Indonesia by using Vector Autoregression (VAR) analysis and using monthly secondary data from 2012-2019. VAR …

The Effects Of Environmental Corporate Social Responsibility On Financial Returns, Kevin Acevedo

Theses and Dissertations

A major issue concerning companies is global warming and the impact that firms have on the environment. Companies are taking steps towards sustainability, but it is unclear if sustainable business practices are beneficial to companies’ financial performance. This paper examines the effect of environmental corporate social responsibility (CSR) of Fortune 250 companies on financial performance. The analysis reveals significant effects on financial performance, but they are inconsistent and hard to interpret.

The Foundations Of Behavioral Finance: A Case Study Of Robinhood Users And The Impact Of Biases In Financial Markets, Robert Michael Arciola

Senior Projects Spring 2022

Financial markets play a vital role in economies around the world. They facilitate the interactivity between those who are in need of capital and those with capital to invest. While its own separate entity, the stock market is correlated with the economy in various ways in which one may significantly impact the other on a regular basis. Thus, investors and firms participating in markets have much power in influencing the economy. Human behavior is prone to biases that are not accounted for in standard finance theory but is the subject of behavioral economics by utilizing psychology and sociology to aid …

Modeling Post-Crisis Monetary Policy, James Dean

Graduate Theses, Dissertations, and Problem Reports

Chapter 1, co-authored with Scott Schuh, examines whether the Taylor Rule still adequately captures monetary policy despite unconventional monetary policies (UMP) and the policy rate near zero in 2009-2015. We find structural breaks at 2007:Q3 in macro models with a shadow funds rate. Taylor Rule coefficients shift back toward pre-1984 estimates and breaks occurred in non-policy parameters. Results are similar with the effective funds rate, so either breaks are not due to UMP or the shadow rate is an insufficient specification of UMP. Chapter 2 incorporates the term structure and the Fed’s average inflation targeting (AIT) framework into the model …

Evaluating The Impact Of Off-Farm Decisions On Federal Government Program Utilization And Financial Success For Missouri's Beginning Farmers, Lyndsey Ann Parker

MSU Graduate Theses

Farmers and ranchers will have to increase production by approximately 70% by the year 2050 according to the American Farm Bureau Federation (2017). People in the agriculture industry face several challenges from start-up costs to limited land availability (Ahearn, 2011). There are federal and state government programs available to assist with some of these challenges but bring their own hardships as well. This study measures off-farm decisions that affect financial performance and utilization of government programs for Missouri’s farmers and ranchers. Three types of financial performance of Missouri farms are prioritized in this study, liquidity (current ratio), solvency (debt-to-asset ratio), …