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Full-Text Articles in Econometrics
Essays On Machine Learning Methods In Economics, Mani Bayani
Essays On Machine Learning Methods In Economics, Mani Bayani
Dissertations, Theses, and Capstone Projects
This dissertation consists of three chapters on machine learning modeling in economics. Chapter 1 - Robust PCA Synthetic Control: In this chapter, I propose an algorithm for comparative studies called robust PCA synthetic control. My algorithm builds on the synthetic control model of Abadie et al., 2015 and the robust synthetic control model of Amjad et al., 2018. I apply all three methods (robust PCA synthetic control, synthetic control, and robust synthetic control) to answer the hypothetical question, what would have been the per capita GDP of West Germany if it had not reunified with East Germany in 1990? I …
How Federal Pollution Discharge Permits Affect U.S. Water Quality: A Study On Concentrated Animal Feeding Operations, Cloe C. Mueller
How Federal Pollution Discharge Permits Affect U.S. Water Quality: A Study On Concentrated Animal Feeding Operations, Cloe C. Mueller
Theses and Dissertations
This paper uses difference-in-difference regression models to examine how state-level pollution discharge permits on concentrated animal feeding operations affect U.S. water quality. I ultimately deem the permitting to be ineffective at improving water quality, calling attention to the need to re-evaluate the ``socially optimal level of pollution."
Evaluating Short Term Effects Of Opportunity Zone Designation, Sarah M. Bennett
Evaluating Short Term Effects Of Opportunity Zone Designation, Sarah M. Bennett
All Graduate Plan B and other Reports, Spring 1920 to Spring 2023
The Tax Cuts and Jobs Act of 2017 included a substantial economic development effort known as Opportunity Zones. These Zones cover 12% of the census tracts in the United States and are estimated to cost $1.6 billion in lost capital gains tax revenue. Our paper seeks to find whether this program has had an impact four years after going into effect, using an econometric analysis on changes in housing prices.
The Effect Of Female Representation On Revenue: A Study Of Gender Within The Film Industry, Riley Pranian
The Effect Of Female Representation On Revenue: A Study Of Gender Within The Film Industry, Riley Pranian
Honors College Theses
The art of film has captivated the world for generations — a central component of the captivation is the actors showcased on-screen. But unfortunately, the film industry is male-dominated. Since 1970, the consumption of media by adults and adolescents has increased (Vogel, 2020). This study will determine the relationship between a cast's female-to-male ratio and a film's revenue. The initial hypothesis is that the more women present in the cast, the higher the revenue - this relationship is assumed through increased demand for movies and the need for role models among women. This study’s foundation is the presence of a …
What Drives The Fracking Boom Crime Relationship? A Fixed-Effects Analysis Of Crime During The Pennsylvania Fracking Boom, Webster Batista-Lin
What Drives The Fracking Boom Crime Relationship? A Fixed-Effects Analysis Of Crime During The Pennsylvania Fracking Boom, Webster Batista-Lin
Masters Theses
The rapid expansion of hydraulic fracturing(fracking) over the past two decades has led to an increasing interest in the relationship between natural resource booms and crime. Since the onset of the fracking boom, numerous anecdotal accounts and an increasing body of empirical studies have suggested that fracking has a significant, positive impact on crime. However, the mechanisms behind this relationship are poorly understood. This study uses a high-resolution dataset and a unique, fixed-effects approach to decompose the effect that fracking has on crime into increases due to the introduction of new wells and increases due to the presence of existing …