Econometrics Commons^™

A Quantile-Based Asset Pricing Model, Tomohiro Ando, Jushan Bai, Mitohide Nishimura, Jun Yu

Research Collection School Of Economics

It is well-known that the standard estimators of the risk premium in asset pricing models are biased when some price factors are omitted. To address this problem, we propose a novel quantile-based asset pricing model and a new estimation method. Our new asset pricing model allows for the risk premium to be quantile-dependent and our estimation method is applicable to models with unobserved factors. It avoids biased estimation results and always ensures a positive risk premium. The method is applied to the U.S., Japan, and U.K. stock markets. The empirical analysis demonstrates the clear benefits of our approach.

Panel Threshold Regressions With Latent Group Structures, Ke Miao, Liangjun Su, Wendun Wang

Research Collection School Of Economics

In this paper, we consider the least squares estimation of a panel structure threshold re-gression (PSTR) model where both the slope coefficients and threshold parameters may exhibit latent group structures. We study the asymptotic properties of the estimators of the latent group structure and the slope and threshold coefficients. We show that we can estimate the latent group structure correctly with probability approaching 1 and the estimators of the slope and threshold coefficients are asymptotically equivalent to the infeasible estimators that are obtained as if the true group structures were known. We study likelihood-ratio-based inferences on the group-specific threshold parameters …

Limit Theory For Moderate Deviation From Integrated Garch Processes, Yubo Tao

Research Collection School Of Economics

This paper develops the limit theory of the GARCH(1,1) process that moderately deviates from IGARCH process towards both stationary and explosive regimes. The asymptotic theory extends Berkes et al. (2005) by allowing the parameters to have a slower rate of convergence. The results can be applied to unit root test for processes with mildly-integrated GARCH innovations (e.g. Boswijk (2001), Cavaliere and Taylor (2007, 2009)) and deriving limit theory of estimators for models involving mildly-integrated GARCH processes (e.g. Jensen and Rahbek (2004), Francq and Zakoïan (2012, 2013).

The Effect Of Social Information In The Dictator Game With A Taking Option, Tanya O'Garra, Valerio Capraro, Praveen Kujal

ESI Working Papers

We experimentally study how redistribution choices are affected by positive and negative information regarding the behaviour of a previous participant in a dictator game with a taking option. We use the strategy method to identify behavioural ‘types’, and thus distinguish ‘conformists’ from ‘counter-conformists’, and unconditional choosers. Unconditional choosers make up the greatest proportion of types (about 80%) while only about 20% of subjects condition their responses to social information. We find that both conformity and counter-conformity are driven by a desire to be seen as moral (the ‘symbolization’ dimension of moral identity). The main difference is that, conformity is also …

Cournot Marked The Turn From Classical To Neoclassical Thinking, Vernon L. Smith, Sabiou M. Inoua

ESI Working Papers

For classical economists, markets served the highest value buyers without anyone in the market needing to know that it was possible to write aggregate buyer reservation prices in the form, D = F (p). Cournot, thereby launched neoclassical economics as modelling and thinking of economic action in terms of their outcome effects, rather than their roots in human experience.

Classical Economics: Lost And Found, Sabiou M. Inoua, Vernon Smith

ESI Working Papers

"We argue that neoclassical value theory suffers from a more basic and serious logical indeterminacy, which is inherent in the axiom of price-taking behavior, and which renders price dynamics indeterminate before inquiring as to its stability. If everyone in the economy takes price as given, whence come these prices? Who is giving these prices? Jevons avoided the indeterminacy by assuming that people must have complete information on supply and demand, and the consequent equilibrium prices—‘perfect competition.’ Walras in effect imported an external agent who found the prices by trial-and-error-correction (the Walrasian Auctioneer). Paradoxically, both approaches had the potential better to …

Is Real Per Capita State Personal Income Stationary? New Nonlinear, Asymmetric Panel‐Data Evidence, Furkan Emirmahmutoglu, Rangan Gupta, Stephen M. Millter, Tolga Omay

Molasky Family Department of Economics and Real Estate Faculty Research

This paper re‐examines the stochastic properties of U.S. state real per capita personal income, using new panel unit‐root procedures. The new developments incorporate non‐linearity, asymmetry, and cross‐sectional correlation within panel‐data estimation. Including nonlinearity and asymmetry finds that 43 states exhibit stationary real per capita personal income whereas including only nonlinearity produces 42 states that exhibit stationarity. Stated differently, we find that two states exhibit nonstationary real per capita personal income when considering nonlinearity, asymmetry, and cross‐sectional dependence.

Rhode Island Current Conditions Index -- June 2019, Leonard Lardaro

The Rhode Island Current Conditions Index

No abstract provided.

A Smoothed Q-Learning Algorithm For Estimating Optimal Dynamic Treatment Regime, Yanqin Fan, Ming He, Liangjun Su, Xiao-Hua Zhou

Research Collection School Of Economics

In this paper we propose a smoothed Q-learning algorithm for estimating optimal dynamic treatment regimes. In contrast to the Q-learning algorithm in which non-regular inference is involved, we show that under assumptions adopted in this paper, the proposed smoothed Q-learning estimator is asymptotically normally distributed even when the Q-learning estimator is not and its asymptotic variance can be consistently estimated. As a result, inference based on the smoothed Q-learning estimator is standard. We derive the optimal smoothing parameter and propose a data-driven method for estimating it. The finite sample properties of the smoothed Q-learning estimator are studied and compared with …

Spending Where It Matters: Exploring The Relationship Between Institutional Expenditures And Student Retention Rates At The California State University, Matias Farre

Electronic Theses, Projects, and Dissertations

It is anticipated that there will be a shortage of 1.1 million college-educated workers in California by 2030 (Johnson, Bohn, & Cuellar Mejia, 2016). Within this context, the California State University (CSU) is the principal source of skilled workers in the state, producing more career-ready candidates than any other single institution (“California State University 2018 Fact Book“, n.d.).

This study examined the relationship between student retention rates and institutional expenditures across the different functional categories of instruction, student services, academic support, and instructional support at the CSU. With the exception of student grants and scholarships, these selected expenditures represent the …

Reinventing The Wheel: Comparing Family Friendly Vegas And Adult Friendly Vegas Revenue Growth, James Vaughn

International Conference on Gambling & Risk Taking

The one constant for Las Vegas is change, always looking for the Next Big Thing™. In the 1990s, Las Vegas engaged in a grand experiment: roller coasters, amusement parks, family pools and shows. In the 2000s, Las Vegas reinvented itself back to its roots: condo not amusement parks, sensual not swashbuckling shows, topless European ultra-pools not kiddie pools. While the house always wins, did the casinos of the 1990s or 2000s beat the ultimate house, going beyond nominal revenue growth into the jackpot of real revenue growth?

Monetary Equilibrium And The Cost Of Banking Activity, Paola Boel, Gabriele Camera

ESI Working Papers

We investigate the effects of banks’ operating costs on allocations and welfare in a low interest rate environment. We introduce an explicit production function for banks in a microfounded model where banks employ labor resources, hired on a competitive market, to run their operations. In equilibrium, this generates a spread between interest rates on loans and deposits, which naturally reflects the underlying monetary policy and the efficiency of financial intermediation. In a deflation or low inflation environment, equilibrium deposits yield zero returns. Hence, banks end up soaking up labor resources to offer deposits that do not outperform idle balances, thus …

Empowering Female Entrepreneurs Through Mentorship In Medellin, Colombia: Results From The Field, Theresa Solenski

Master's Theses

Utilizing the power of local knowledge and peer networking, this study attempts to quantify the impacts of mentorship among female micro-entrepreneurs in Medellin, Colombia on empowerment. Developing countries such as Colombia have disproportionately high rates of unprofitable micro-businesses, many of which are managed by women. Internal constraints, such as disempowerment, play a central role in perpetuating poverty. We implement a 6-month mentoring intervention by pairing 18 successful entrepreneurs with 52 disadvantaged female, micro-entrepreneurs in Medellin, Colombia to measure the additional benefit of localized knowledge to micro-borrowers. Using a process of random assignment, I measure the change in female empowerment, measured …

The Long-Run Effects Of Tropical Cyclones On Infant Mortality, Isabel Miranda

Master's Theses

In the United States alone, each tropical cyclone causes an average of $14.6 billion worth of damages. In addition to the destruction of physical infrastructure, natural disasters also negatively impact human capital formation. These losses are often more difficult to observe, and therefore, are over looked when quantifying the true costs of natural disasters. One particular effect is an increase in infant mortality rates, an important indicator of a country’s general socioeconomic level. This paper utilizes a model created by Anttila-Hughes and Hsiang, that takes advantage of annual variation in tropical cyclones using annual spatial average maximum wind speeds and …

The Impact Of Cleft Lip/Palate And Clp Surgical Intervention On The Social Integration Of Adolescents In India, Mustafa Zahid

Master's Theses

Cleft Lip/Palate, a congenital orofacial anomaly, carries an incidence rate of approximately 1 in every 1000 births. In addition to the stigma associated with the condition, the varying levels of cleft severity might result in lower life outcomes which could include lower cognitive ability, physical and psychological well-being, social and behavioral outcomes of adolescents. This paper focuses on the social integration element of life outcomes, which is composed of the social inclusion and prosocial behavior of the adolescent. Despite the affordability of restorative surgeries, patients in rural areas of Low and Middle-Income Countries (LMICs) such as India face accessibility and …

Are Menstrual Cycles A Biological Determinant Of Well-Being Amongst Sierra Leonean Schoolchildren?, Ashwini Shridhar

Master's Theses

The influence of hormones and biology on behavior is a topic that is rife with controversy, especially when it comes to sexual hormones. There is even more murkiness when it comes to the topic of menstruation and knowledge about women’s menstrual cycles. Recent research on this topic have seen a link between the hormonal fluctuations during menstrual cycles and various behavioral implications on competition, cooperation, and risk behavior. This study tries to expand existing knowledge by examining whether there is a link between hormonal fluctuations during menstrual cycles and risk preferential behavior using economic experiments in the largely understudied context …

Measuring Cocoa Agricultural Productivity: A Spatio-Temporal Econometric Approach, Yurlady Chaverra-Palacios

Master's Theses

A significant increase of 50.5 percent in the national production of cocoa was registered between 2011 and 2015 in Colombia. Nevertheless, 5,890 tons were imported in 2015 to supply domestic demand. Unlike other crops, the production of cocoa has made a significant contribution to the income of approximately 38,000 families of which 90 percent are small farm-producers with very little capital. Facilitating credit for investment is one of the main strategies of the national government to increase cocoa productivity. Correspondingly, the impact of the credit for investment on the cocoa agricultural productivity and if those investments have a spillover effect …

Captive Nations: Measuring Economic Growth On Native American Reservations In California, Mahsa Ashabi

Master's Theses

A history of institutional oppression and genocide has shaped Native American communities across the United States today, reflected in large disparities of socioeconomic outcomes and infrastructure. Due to a lack of comprehensive data and macroeconomic research, alternative forms of spatial data and theories regarding human settlement are needed to develop an understanding ofthis stagnation. In our efforts to better understand growth on Native American reservations, we utilize nighttime lights data to proxy for economic output in these geographic areas, measuring the settlement characteristics ofreservations themselves and against surrounding U.S. regions. Through a series of log-log regressions that focus on Zipf’s …

Connecticut Waterfront Property Premium In Areas With Flood Risk, Conor O'Donnell

Honors Scholar Theses

This paper investigates the premium paid for waterfront property along the Connecticut shoreline and how that premium is affected by its vulnerability to coastal flooding as measured by its location relative to the FEMA 100-year and 500-year flood zones. The primary analysis is a comparison of the rate of appreciation of properties within each flood zone relative to coastal properties outside the flood-zone. An analysis of the impact of Super Storm Sandy in 2012 on the appreciation rate is also presented. It is hypothesized that the rate of appreciation of properties within the 100-year flood zone is lower following Hurricane …

A Statistical Analysis Of Economic Perceptions In The 2015 United Kingdom General Election, Amarvir Singh-Bal Mr.

Undergraduate Economic Review

This paper characterises the vote which took place in the United Kingdom's (U.K.) 2015 General Election as an ‘accountability instrument.’ In doing so, the research interrogates which sections of the electorate hold the incumbent government more accountable for economic outcomes between the 2010 and 2015 U.K. General Elections. The Rational Choice Theory and the Michigan Model are used in this study to present two interlinked, and yet distinct, hypotheses – that less politically informed and non-partisan voters are more likely to hold the government accountable for economic performances; compared to the politically informed and partisan voters within the electorate. Implementing …

Financial Red Flags: Empirical Mapping Of Firm Political Preferences By Sector In Mexico, Ian Connors

Master's Theses

Can the stock market be used to determine the political preferences of individual economic sectors? This paper explores the conceptual relationship between electoral outcomes and financial markets in Mexico. Specifically, it analyzes how financial markets predict the expected effects of a given political platform on the performance of firms within specific sectors. To do this, the study used event-study methodology to calculate abnormal returns on stock prices across the nine sectors listed on the Bolsa Mexicana de Valores stock exchange following the historic election of leftist candidate Andrés Manuel López Obrador (AMLO), On July 1, 2018. However, despite the uncertainty …

An Evaluation Of The Impact Of Leading Pedestrian Interval Signals In Nyc, Jeremy J. Sze

Theses and Dissertations

I evaluated the impact of the phased introduction of Leading Pedestrian Interval Signals (LPIs) on collision and injury outcomes at 12,987 signalized traffic intersections in New York City over the course of 25 quarters from 2012 to 2018. An intersection is treated when a LPIs is installed to give pedestrians lead time to cross the street before vehicles are allowed to move. Outcomes from NYPD’s Motor Vehicle Collisions data were matched to signalized intersections. I hypothesize that LPIs would reduce collisions and reduce injuries for pedestrians at intersections. A difference in difference fixed effects panel regression was used to identify …

The Quality Of Xbrl Structured Financial Statements: An Empirical Examination Of Custom Tags, Aidana Razhap Kyzy

Theses and Dissertations

In 2009 the US Securities and Exchange Commission (SEC) adopted the eXtensible Business Reporting Language (XBRL) system to improve the process by which financial statements can be used. Interactive financial data filed with the SEC using XBRL provides easily readable and comparable financial data, thereby improving transparency and efficiency in the corporate market. SEC rules permit companies to use custom tags in their financial reports in cases when an appropriate element cannot be found in the Financial Accounting Standards Board (FASB) standard XBRL taxonomy. The inordinate use of custom tags may result in a reduction of financial report quality by …

Rhode Island Current Conditions Index -- May 2019, Leonard Lardaro

The Rhode Island Current Conditions Index

No abstract provided.

Box Office Showdown: How Does Movie Market Saturation Affect First Weekend Box Office Revenues?, Matthew Steele

Economics Honors Projects

The scheduling of release dates for feature films is among the most important decisions that movie studios make in the life cycle of a movie. While the economic literature on the movie industry has largely focused on modeling the box office success of a movie based on its own characteristics—star power, critical reception, and trailer data—there is a dearth of literature concerning the way that competition from within the industry affects box office revenues. This article primarily uses a propensity score matching model to fill a gap in the literature, establishing causal relationships between different forms of competition and first …

Essays On Convex Weighting For Global Vector Autoregressive Models, Garrison Leach

Economics Theses and Dissertations

This dissertation focuses on studying the impact that weighting schemes can have on forecasting performance and dynamic analysis in global vector autoregressive (GVAR) models. The first chapter discusses an existing gap in the literature regarding weighting scheme choice and develops a simple, yet powerful method for defining richer spatial linkages in a way that doesn’t sacrifice economic context. The new technique called convex weighting, extends the set of available options for defining spatial linkages in models that handle the curse of dimensionality via compression and offers a justifiable approach to alleviating uncertainty. The second and third chapters apply the newly …

Does Family Income Determine A Children Future Educational Attainment Level?, Diaisha T. Richards

Applied Economics Theses

Family income and education have been a major concern in a variety of researches, and as a topic in society. These two components are a major concern because they are known to be key elements in determining future success for an individual. Various studies investigated the significance, correlations and impacts these two factors have on one another. It is common for the amount of family income obtained to determine how much education one will receive in the future. This study focuses on testing the hypothesis that family income determines how much education a child will receive in the future. By …

The Impact Of Immigration On Financial Markets, Jesse Baker

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

This paper studies the impact of immigration policy on financial markets. I estimate the cumulative abnormal returns surrounding two events the effective start date of the Immigration Act of 1990 and the implementation of the Temporary Protected Status (TPS) of Nicaragua and Honduras in 1999. Focusing on agriculture, construction, and manufacturing firms, I find that the CARs surrounding the events are indeed positive and significant, suggesting that the market anticipated growth among industries that are likely to hire Central American immigrants.

An Improved Bayesian Unit Root Test In Stochastic Volatility Models, Yong Li, Jun Yu

Research Collection School Of Economics

A new posterior odds analysis is developed to test for a unit root in volatilitydynamics in the context of stochastic volatility models. Our analysis extendsthe Bayesian unit root test of So and Li (1999) in two important ways. First,a mixed informative prior distribution with a random weight is introducedfor the Bayesian unit root testing in volatility. Second, a numerically morestable algorithm is introduced to compute Bayes factor, taking into accountthe special structure of the competing models. It can be shown that theapproach introduced overcomes the problem of the diverging “size” in themarginal likelihood approach by So and Li (1999) and …

A Systematic Assessment Of Socio-Economic Impacts Of Prolonged Episodic Volcano Crises, Justin Peers

Electronic Theses and Dissertations

Uncertainty surrounding volcanic activity can lead to socio-economic crises with or without an eruption as demonstrated by the post-1978 response to unrest of Long Valley Caldera (LVC), CA. Extensive research in physical sciences provides a foundation on which to assess direct impacts of hazards, but fewer resources have been dedicated towards understanding human responses to volcanic risk. To evaluate natural hazard risk issues at LVC, a multi-hazard, mail-based, household survey was conducted to compare perceptions of volcanic, seismic, and wildfire hazards. Impacts of volcanic activity on housing prices and businesses were examined at the county-level for three volcanoes with a …