Econometrics Commons^™

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 …

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 …

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 …

On The Impact Of Social Spending On Long-Term Economic Performance In The Usa, Jiayong Lu

Undergraduate Honors Theses

This paper analyzes the dynamics of social spending and long-term economic performance in the United States from 1949-2019 using vector autoregression models. It breaks down social spending into six disaggregate programs to identify if different social programs have similar effects on the economy. Overall, the study finds that social spending increases private savings and the unemployment rate. Due to its dominant distortionary effects on the labor market, social spending decreases GDP. These effects are mostly short-term effects. The economic effects of the different social spending programs on the economy are similar in direction but different in magnitude. The effects of …

Infrastructure Investment And European Economic Growth, John Ziolo

Global Tides

As the global economy continues to recover from the impacts of Covid-19, there is significant discussion among policymakers as to the best mechanisms to stimulate recovery. One of those mechanisms is infrastructure investment. There is a large contingent of policymakers who believe that large, immediate spending on infrastructure will lead to significant economic growth. While another group is concerned about the secondary effects of such large government spending packages. With global economies still digging out of the covid shock and supply chains struggling to keep up with demand, there is no better time to explore the topic. This paper then …

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 …

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 …

Macroeconomic Shocks And Credit Risk Stress Testing: Evidence From The Egyptian Banking Sector, Noha Elgaliy

Theses and Dissertations

Stress tests can satisfy a range of policy objectives and ensure banks are adequately resilient to common economic shocks or specific financial risks. Though the growing body of literature on stress testing, the existing studies have usually focused on developed countries who have relatively stable macroeconomic indicator when compared developing countries. Therefore, this thesis aims to present a macroeconomic credit risk model that explicitly links a set of selected macroeconomic factors including gross domestic product, inflation, lending interest rates and exchange rate to banking non-preforming loans using evidence from the Egyptian banking sector over the time period from 2011 to …

Long-Run Effects Of Austerity, Guilherme Klein Martins

Economics Department Working Paper Series

This paper provides evidence that austerity shocks have long-run negative effects on GDP. Besides addressing the important gap in the growing fiscal research regarding the short time horizon of the estimations, this paper analyzes two other important assumptions made in the literature regarding the (i) symmetry of episodes of fiscal expansion and con- traction and (ii) uniformity of fiscal multipliers for different sizes of shocks. We use narrative fiscal shocks and propensity score reweighting in a local projections setup to account for the potential endogeneity of austerity policies and the non-linearity of its effects over time. The estimation is also …

A Stepping-Stone? An Analysis Of How The Minimum Wage Impacts The Wage Growth Of Individuals In Monopsonistic Industries, Levi Mcatee

Honors Projects

Do minimum wage increases serve as stepping-stones to higher-paying jobs for low-pay workers? This paper analyzes the impact of state minimum wage policy on the one-year wage growth rates of individuals across the wage distribution and whether that impact changes for individuals in highly monopsonistic industries. I review the recent literature on the disemployment effect, the impact of the minimum wage on wage growth rates, the nature of monopsonistic industries, and the relationship between the minimum wage and monopsony power. I offer theoretical reasons why the minimum wage may impact the wage growth rates of individuals in monopsonistic industries differently …

The Macroeconomic Impacts Of Government Debt In Pakistan, Ateeb Akhter Shah Syed, Kaneez Fatima, Junaid Kamal

Business Review

This paper examines the Ricardian equivalence hypothesis for Pakistan using a vector error-correction model. The sample period extends from June 2002 to January 2020. The results are reported using variance decompositions and impulse response functions. The base model contains six variables and is estimated with 4 lags. We find support for the idea that wealth does not increase as government debt increases; Hence, it proves the fact that economic agents are rational actors and foresee current expansionary actions of the government that result in accumulation of debt as the present value of future taxation that they have to pay and …

Empirical Evidences On Pricing Mechanism In Pakistan: A Duration Analysis, Fauzia Sohail, Ambreen Fatima

Business Review

This study evaluates the price setting behavior across main cities of Pakistan by employing the micro data from retail price survey. The most contemporary research technique of Duration Analysis is employed where survivor functions are estimated by most illustrious nonparametric Kaplan-Meier and Nelson-Aalen Estimators. Hazard Functions for various product groups are also estimated by employing parametric Weibull Hazard Model. Results confirm that perishable food items have shortest duration of one week for most of the spells, where government regulation caused prices to change more frequently. It is found that on average small cities faced lower hazard and thus comparably lesser …

The Impact Of Covid-19 On Stock Market And Exchange Rate Uncertainty In Pakistan, Ateeb Akhter Shah Syed, Kaneez Fatima, Mannan Zaheer

Business Review

This paper examines the impact of coronavirus (COVID-19) on exchange rate (EXU) and stock market uncertainty (SMU) in Pakistan while controlling for the effects of interest rate and policy interventions by the Government and the Central bank to combat the pandemic. We employ the vector autoregressive (VAR) model over a sample period ranging from February 25, 2020 to May 6, 2021. We find that a shock to total daily coronavirus cases in Pakistan has a positive and significant impact on both the EXU and SMU. However, this impact is short-lived which may be attributed to a timely policy response and …

Capital Nationality And Economic Development, Guilherme Klein Martins

Economics Department Working Paper Series

This paper reviews different literature strands and performs an empirical test to evaluate how capital ownership, particularly its nationality, might affect long-run economic develop- ment. Our results indicate that low and middle-income countries with larger foreign capital stock in 1980 had lower economic growth over the next 39 years. The estimations also indi- cate that these economies developed a less specialized export basket, which became relatively more concentrated in low-tech goods. The results are inverted to high-income economies, for which the effects are positive on GDP growth and export specialization and complexi- fication. The results are in line with the …

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 …