Econometrics Commons^™

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

The Rhode Island Current Conditions Index

No abstract provided.

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 …

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 …

Improved Marginal Likelihood Estimation Via Power Posteriors And Importance Sampling, Yong Li, Nianling Wang, Jun Yu

Research Collection School Of Economics

The power-posterior method of Friel and Pettitt (2008) has been used to estimate the marginal likelihoods of competing Bayesian models. In this paper it is shown that the Bernstein-von Mises (BvM) theorem holds for the power posteriors under regularity conditions. Due to the BvM theorem, the power posteriors, when adjusted by the square root of the corresponding grid points, converge to the same normal distribution as the original posterior distribution, facilitating the implementation of importance sampling for the purpose of estimating the marginal likelihood. Unlike the power-posterior method that requires repeated posterior sampling from the power posteriors, the new method …

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.

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).

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.

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …