Econometrics Commons^™

The Analytics Of Vulnerable Populations In Brazil, Fernanda M. Araujo Maciel

2020

Conditional Cash Transfer (CCT) programs became a popular measure to alleviate poverty in Latin American countries. The Brazilian CCT program, called Bolsa Família, is the largest social welfare program in the country, covering a quarter of all Brazilian households. The objective of the program is to reduce poverty and malnutrition, while providing low-income families access to public services, such as health, education, and social assistance. Since the program is based on conditions of maintaining health and schooling for children, my dissertation comprises two studies that examine the impact of Bolsa Família on educational outcomes and unhealthy behaviors of its participants. …

An Empirical Analysis Of The Leading Determinants Behind The Opioid Epidemic The 50 States, Sydney Levine

Empirical Economic Bulletin, An Undergraduate Journal

This paper investigates the determining factors influencing the opioid epidemic in each of the 50 states of the United States of America. The opioid epidemic is a rising concern throughout the nation and has been associated with economic conditions. The health crisis poses additional threats to the labor market and the overall economy. This study looks at the age adjusted opioid death rate per 100,000 people as the dependent variable and how unemployment rate, the labor force participation rate, ESOOS funding, the number of hospitals, Median household income, the GINI index, adults reporting poor mental health status, individuals reporting past …

The Economic Impact Of Forest Harvest Practices On Washington State Park Visitation, Tyler Humphries

All Master's Theses

Washington State receives timber contributions from 34 out of its 39 counties, making it a top producer of timber in the United States. Because of the widespread and abundant number of harvests, many forests that society values are affected via diminished aesthetic appeal. Of these affected areas are Washington State Parks and the areas around them. This study seeks to estimate the economic impact that forest harvest practices have on the visitation of Washington State Parks. Through the use of GIS and fixed effect regression analysis, I estimate the impact that over 100,000 permitted forest cuts have on the visitation …

Airline Fare Competition In The Post-Merger Era, Parker Michael Armstrong

Honors Theses and Capstones

This paper expands on the research of competition within the airline industry. This analysis estimates the fare-impact of new full-service or low-cost competition in city-pair markets in the domestic United States. Given the comprehensive restructuring of the airline industry as a result of the Delta-Northwest, United-Continental, and American-US Airways mergers, this analysis examines how the fare-impact of competition may have changed since the pre-merger era. This paper suggests evidence of a weaker effect regarding the entry of a low-cost carrier and a stronger effect regarding the entry of a legacy carrier in the post-merger era relative to the pre-merger period. …

Price Value Frazer Duncan Collar Bienenfeld, Anwar Shaikh Phd

Archives of Anwar Shaikh

This collection includes:

• Classical theory of price matrix algebra by Anwar Shaikh (unpublished work).
• Marx's last theorem by Anwar Shaikh (unpublished work).
• Sraffa prices and eigenvector normalization by Anwar Shaikh (unpublished work).
• Vmi data set patterns by Anwar Shaikh (unpublished work).
• Shaikh, A. (2003, December 22). In what sense is a non-negative matrix reducible to its eigenvalue moduli? (Unpublished manuscript note).
• Shaikh, A. (2006, April 10). Graphvmigini3, vmi80r.wf1 chart analysis. (Unpublished manuscript note).
• Shaikh, A. (2006, April 10). What is avg income share of top 20%, in a power law? (Unpublished manuscript note).
• Shaikh, A. (2006, April 14). Thermal …

Does Racial Discrimination Exist In The Nba?, Logan Kendall

Williams Honors College, Honors Research Projects

This paper aims to examines the affect of race on compensation for NBA players. Based on prior research, I pose the hypothesis that racial discrimination does exist in the NBA with there being a premium for white players. A second hypothesis I present based on the previous research is that the premium for white players exist for only some groups of players and for other groups there with not exist discrimination based on player race. By using career data from every player who played in the 2019-2020 NBA season and their 2019-2020 salaries, a few different models where ran. The …

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 …

Financial Development In Developing Countries, Obinna Franklin Ezeibekwe

Masters Theses

What are the economic, political, institutional, socio-cultural, and geographical determinants of financial development in developing countries? This paper uses the two-way fixed effects (with clustered standard errors) and annual panel data from 1980 to 2018 for 69 developing countries in sub-Saharan Africa, Middle East and North Africa, East and South Asia, Latin America, and the Caribbean to address this question. The principal component analysis is employed to construct a financial development index based on three financial development indicators. This study builds on previous studies by introducing new potential determinants of financial development, such as the perception of corruption, and by …

All Pay Quality-Bids In Score Procurement Auctions, Dan Kovenock, Jingfeng Lu

ESI Working Papers

In this paper, we study score procurement auctions with all-pay quality bids. A supplier’s score is the difference between his quality and price bids. The supplier with the highest score wins and gets paid his own price bid. The procurer’s payoff is the difference between the winner’s quality and the procurer’s payments to the suppliers. Equilibrium quality and price bids are solved without first obtaining the corresponding equilibrium scores. We find that quality bids, the suppliers’ payoffs and the procurer’s payoff do not depend on whether price bids are made contingent on quality bids. Compared to a benchmark of winner-pay …

Rationally Inattentive Savers And Monetary Policy Changes: A Laboratory Experiment, Andrea Civelli, Cary Deck, Antonella Tutino

ESI Working Papers

We study the response of consumption and saving decisions of rationally inattentive individuals to changes in monetary policy in the laboratory. First, we theoretically characterize the choices of a rationally inattentive agent processing information about the interest rate. Then, we design an experiment with induced inattention to test for the predictions of the model, contrasting them to the full information case. Consistent with the predictions, experimental subjects (a) increase attention when utility gains exceed cognitive costs of tracking the policy rate and decrease savings when their perceived economic outlook deteriorates; (b) respond to Delphic, but not Odyssean, forms of forward …

Reconsidering Rational Expectations And The Aggregation Of Diverse Information In Laboratory Security Markets, Brice Corgnet, Cary Deck, Mark Desantis, Kyle Hampton, Erik O. Kimbrough

ESI Working Papers

The ability of markets to aggregate dispersed information is a cornerstone of economics and finance. In a seminal experiment, Plott and Sunder (1988) offer support for the rational expectations hypothesis. However, recent laboratory experiments have called into question the robustness of those initial results. In this paper, we offer the first attempt to directly replicate key findings of the original study. Failing to replicate their results, the post-study probability that market performance is better described by rational expectations than the prior information (Walrasian) model is low. Given this result, we introduce a new treatment that implements a market structure consistent …

An Experimental Comparison Of News Vending And Price Gouging, Zuzana Brokesova, Cary Deck, Jana Peliova

ESI Working Papers

The newsvendor problem is a workhorse model in operation management research. We introduce a related game that operates in the price dimension rather than the inventory dimension: the price gouging game. Using controlled laboratory experiments, we compare news vending and price gouging behavior. We replicate the standard pull-to-center effect for news vending and find that the equivalent pattern occurs with price gouging. Further, we find that the pull-to-center is asymmetric both for newsvendors and price gougers. More broadly, the experimental results reveal that choices are similar across the theoretically isomorphic games, suggesting that observed behavior in newsvendor experiments is representative …

Reference Dependent Prices In Bargaining: An Experimental Examination Of Precise First Offers, Erik O. Kimbrough, David Porter, Mark Schneider

ESI Working Papers

Evidence from psychology and marketing suggests that those who make a "precise" first offer in bargaining get a better deal than those who make a "round" first offer. We report on a series of experiments designed to test for and improve our understanding of the "precise first offer" (PFO) effect in bargaining and whether it likely reflects rational optimizing or equilibrium behavior. Our experimental treatments vary whether decisions are incentivized and whether the PFO effect can emerge as an equilibrium of a cheap-talk signaling game. We find evidence of a PFO effect when subjects read a vignette and make unincentivized …

Unconditional Quantile Regression Analysis Of Uk Inbound Tourist Expenditures, Abhijit Sharma, Richard Woodward, Stefano Grillini

Articles

Using International Passenger Survey (2017) data, this paper employs unconditional quantile regression (UQR) to analyse the determinants of tourist expenditure amongst inbound tourists to the United Kingdom. UQR allows us to estimate heterogeneous effects at any quantile of the distribution of the dependent variable. It overcomes the econometric limitations of ordinary least squares and quantile regression based estimates typically used to investigate tourism expenditures. However, our results reveal that the effects of our explanatory variables change across the distribution of tourist expenditure. This has important implications for those tasked with devising policies to enhance the UK’s tourist flows and expenditures.

Strong Consistency Of Spectral Clustering For Stochastic Block Models, Liangjun Su, Wuyi Wang, Yichong Zhang

Research Collection School Of Economics

In this paper we prove the strong consistency of several methods based on the spectral clustering techniques that are widely used to study the community detection problem in stochastic block models (SBMs). We show that under some weak conditions on the minimal degree, the number of communities, and the eigenvalues of the probability block matrix, the K-means algorithm applied to the eigenvectors of the graph Laplacian associated with its first few largest eigenvalues can classify all individuals into the true community uniformly correctly almost surely. Extensions to both regularized spectral clustering and degree-corrected SBMs are also considered. We illustrate the …

Testing Alphas In Conditional Time-Varying Factor Models With High Dimensional Assets, Shujie Ma, Wei Lan, Liangjun Su, Chih-Ling Tsai

Research Collection School Of Economics

For conditional time-varying factor models with high dimensional assets, this article proposes a high dimensional alpha (HDA) test to assess whether there exist abnormal returns on securities (or portfolios) over the theoretical expected returns. To employ this test effectively, a constant coefficient test is also introduced. It examines the validity of constant alphas and factor loadings. Simulation studies and an empirical example are presented to illustrate the finite sample performance and the usefulness of the proposed tests. Using the HDA test, the empirical example demonstrates that the FF three-factor model (Fama and French, 1993) is better than CAPM (Sharpe, 1964) …

Three Essays On Health Economics And Policy Evaluation, Shishir Shakya

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation consists of three essays on the U.S. Health care policy. Each paragraph below refers to the three abstracts for the three chapters in this dissertation, respectively. I provide quantitative evidence on how much Prescription Drug Monitoring Programs (PDMPs) affects the retail opioid prescribing behaviors. Using the American Community Survey (ACS), I retrieve county-level high dimensional panel data set from 2010 to 2017. I employ three separate identification strategies: difference-in-difference, double selection post-LASSO, and spatial difference-in-difference. I compare how the retail opioid prescribing behaviors of counties, that are mandatory for prescribers to check the PDMP before prescribing controlled substances …

The Doors Of Perception, Gary Charness, Alessandro Sontuoso

ESI Working Papers

We investigate how a player’s strategic behavior is affected by the set of notions she uses in thinking about the game, i.e., the “frame”. To do so, we consider matching games where two players are presented with a set of objects, from which each player must privately choose one (with the goal of matching the counterpart’s choice). We propose a novel theory positing that different player types are aware of different attributes of the strategy options, hence different frames; we then rationalize why differences in players’ frames may lead to differences in choice behavior. Unlike previous theories of framing, our …

Recessions Or Partisanship: What Explains Climate Skepticism In The U.S.?, Abhishek S. Sambatur

Undergraduate Economic Review

This paper investigates the variations in public mood pertaining to climate skepticism and attempts to empirically assess whether economic recessions or partisanship help explain aggregate-level trends and movements across a 16-year time horizon. Public survey data from the iPoll and Gallup Organization were used to construct the Climate Change Skeptic Index (CCSI) that served as a proxy to capture public opinion trends in skepticism across the U.S. A two-part vector autoregressive model suggests that while economic recessions might be causally linked to climate skepticism, partisanship plays a more influential role in explaining it over time. The key result is that …

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. …