Econometrics Commons^™

Bayesian Spatial Bivariate Panel Probit Estimation, Badi Baltagi, Peter H. Egger, Michaela Kesina

Center for Policy Research

This paper formulates and analyzes Bayesian model variants for the analysis of systems of spatial panel data with binary dependent variables. The paper focuses on cases where latent variables of cross-sectional units in an equation of the system contemporaneously depend on the values of the same and, eventually, other latent variables of other cross-sectional units. Moreover, the paper discusses cases where time-invariant effects are exogenous versus endogenous. Such models may have numerous applications in industrial economics, public economics, or international economics. The paper illustrates that the performance of Bayesian estimation methods for such models is supportive of their use with …

Semiparametric Estimation Of Partially Linear Dynamic Panel Data Models With Fixed Effects, Liangjun Su, Yonghui Zhang

Research Collection School Of Economics

In this paper, we study a partially linear dynamic panel data model with fixed effects, where either exogenous or endogenous variables or both enter the linear part, and the lagged-dependent variable together with some other exogenous variables enter the nonparametric part. Two types of estimation methods are proposed for the first-differenced model. One is composed of a semiparametric GMM estimator for the finite-dimensional parameter θ and a local polynomial estimator for the infinite-dimensional parameter m based on the empirical solutions to Fredholm integral equations of the second kind, and the other is a sieve IV estimate of the parametric and …

Meritocracy Voting: Measuring The Unmeasurable, Peter C. B. Phillips

Research Collection School Of Economics

Learned societies commonly carry out selection processes to add new fellows to an existing fellowship. Criteria vary across societies but are typically based on subjective judgments concerning the merit of individuals who are nominated for fellowships. These subjective assessments may be made by existing fellows as they vote in elections to determine the new fellows or they may be decided by a selection committee of fellows and officers of the society who determine merit after reviewing nominations and written assessments. Human judgment inevitably plays a central role in these determinations and, notwithstanding its limitations, is usually regarded as being a …

Shrinkage Estimation Of Dynamic Panel Data Models With Interactive Fixed Effects, Xun Lu, Liangjun Su

Research Collection School Of Economics

We consider the problem of determining the number of factors and selecting the proper regressors in linear dynamic panel data models with interactive fixed effects. Based on the preliminary estimates of the slope parameters and factors a la Bai (2009) and Moon and Weidner (2015), we propose a method for simultaneous selection of regressors and factors and estimation through the method of adaptive group Lasso (least absolute shrinkage and selection operator). We show that with probability approaching one, our method can correctly select all relevant regressors and factors and shrink the coefficients of irrelevant regressors and redundant factors to zero. …

Causes And Consequences Of The Protestant Reformation, Sascha O. Becker, Steven Pfaff, Jared Rubin

ESI Working Papers

The Protestant Reformation is one of the defining events of the last millennium. Nearly 500 years after the Reformation, its causes and consequences have seen a renewed interest in the social sciences. Research in economics, sociology, and political science increasingly uses detailed individual-level, city-level, and regional-level data to identify drivers of the adoption of the Reformation, its diffusion pattern, and its socioeconomic consequences. This survey takes stock of the research so far, tries to point out what we know and what we do not know, and which are the most promising areas for future research.

Payment Scheme Self-Selection In The Credence Goods Market: An Experimental Study, Hernan Bejarano, Ellen P. Green, Stephen Rassenti

ESI Working Papers

Given heterogeneity in expert behavior across payment schemes in credence goods markets, it becomes important to understand the consequences of payment scheme selection. To study the effect on customer well being of expert self-selection, we recruited subjects to participate in a real-effort credence good laboratory market. Experts were either randomly assigned or faced with the choice of three payment schemes: fee-for-service, salary, and capitation. We found that experts who selected fee-for-service payment resulted in customers with significantly worse outcomes in comparison with experts who had been randomly assigned to fee-for-service. In contrast, experts who selected salary payment did not change …

Bringing A Natural Experiment Into The Laboratory: The Measurement Of Individual Risk Attitudes, Zuzana Brokesova, Cary Deck, Jana Peliova

ESI Working Papers

Controlled laboratory experiments have become a generally accepted method for studying economic behavior, but there are two issues that regularly arise with such work. The first pertains to the ability to generalize experimental results outside the laboratory. While laboratory experiments are typically designed to mimic naturally occurring situations, ceteris paribus comparisons are rare. Using data from a promotional campaign by a bank and a matching laboratory experiment, we find similar patterns of risk taking behavior controlling for gender and age. The second issue pertains to the impact that the payment procedure in an experiment has on observed risk taking behavior. …

The Impact Of Taxes And Wasteful Government Spending On Giving, Roman M. Sheremeta, Neslihan Uler

ESI Working Papers

We examine the impact of taxes and wasteful government spending on charitable giving. In our model, the government collects a flat-rate tax on income net of donations and wastes part of the tax revenue before redistribution. The model provides theoretical predictions which we test in a framed field experiment. The results of the experiment show that the tax rate has a weak and insignificant effect on giving. The degree of waste, however, has a large, negative and significant effect on giving, with the relationship moderated by the curvature in the utility function.

Random Expected Utility And Certainty Equivalents: Mimicry Of Probability Weighting Functions, Nathaniel Wilcox

ESI Working Papers

For simple prospects of the kind routinely used for certainty equivalent elicitation, random expected utility preferences imply a conditional expectation function that can mimic deterministic rank dependent preferences. That is, an agent with random expected utility preferences can have mean certainty equivalents that look exactly like rank dependent probability weighting functions of the inverse-s shape discussed by Quiggin (1982) and later advocated by Tversky and Kahneman (1992) and other scholars. It seems that certainty equivalents cannot nonparametrically identify preferences, at least not in every relevant sense, since their conditional expectation depends on assumptions concerning the source and nature of their …

Axioms For Salience Perception, Jonathan W. Leland, Mark Schneider

ESI Working Papers

Models of salience-based choice have become popular in recent years, although there is still no known set of simple conditions or axioms which implies the existence of a salience function. In this paper, we provide simple and natural axioms that characterize the general class of salience functions. As an application we consider a salience-based model of decision making and show that within that setup the fourfold pattern of risk attitudes is a general property of a salience function and that the properties producing that pattern also account for other anomalies involving risky and intertemporal choice.

Trust And Trustworthiness Under Information Asymmetry And Ambiguity, Irma Clots-Figueras, Roberto Hernán-González, Praveen Kujal

ESI Working Papers

We introduce uncertainty and ambiguity in the standard investment game. In the uncertainty treatment, investors are informed that the return of the investment is drawn from a publicly known distribution function. In the ambiguity treatment, investors are not informed about the distribution function. We find that both trust and trustworthiness are robust to the introduction of these changes.

What Makes A Good Trader? On The Role Of Intuition And Reflection On Trader Performance, Brice Corgnet, Mark Desantis, David Porter

ESI Working Papers

Using simulations and experiments, we pinpoint two main drivers of trader performance: cognitive reflection and theory of mind. Both dimensions facilitate traders’ learning about asset valuation. Cognitive reflection helps traders use market signals to update their beliefs whereas theory of mind offers traders crucial hints on the quality of those signals. We show these skills to be complementary because traders benefit from understanding the quality of market signals only if they are capable of processing them. Cognitive reflection relates to previous Behavioral Finance research as it is the best predictor of a trader’s ability to avoid commonly-observed behavioral biases.

The Effects Of Experience, Choice Architecture, And Cognitive Reflection In Individual And Strategic Decisions, Mark Schneider, David Porter

ESI Working Papers

Cognitive reflection has been shown to be an important trait which is correlated with the propensity to: take risks, delay gratification, and form accurate beliefs about others’ behavior. However, previous research has not cleanly identified whether reflective thinkers make ‘better’ decisions than intuitive thinkers, since inferences of decision quality are confounded by inferences regarding risk preferences, time preferences, and beliefs. We directly test for differences in decision quality between reflective thinkers and intuitive thinkers in both individual and strategic decisions using a design which makes it possible to objectively rank risky and strategic choices, independent of one’s attitudes toward risk …

A Tale Of Two Option Markets: Pricing Kernels And Volatility Risk, Zhaogang Song, Dacheng Xiu

Research Collection Lee Kong Chian School Of Business

Using both S&P 500 option and recently introduced VIX option prices, we study pricing kernels and their dependence on multiple volatility factors. We first propose nonparametric estimates of marginal pricing kernels, conditional on the VIX and the slope of the variance swap term structure. Our estimates highlight the state-dependence nature of the pricing kernels. In particular, conditioning on volatility factors, the pricing kernel of market returns exhibit a downward sloping shape up to the extreme end of the right tail. Moreover, the volatility pricing kernel features a striking U-shape, implying that investors have high marginal utility in both high and …

Macroconstants Of Development: A New Benchmark For The Strategic Development Of Advanced Countries And Firms, Andrey V. Bystrov, Vyacheslav N. Yusim, Tamilla Curtis

Publications

This research proposed a new indicator of countries’ development called “macroconstants of development”. The literature review indicates that the concept of "macroconstants of development" is not used at the moment in neither the theory nor the practice of industrial policy. Research of longitudinal data of total GDP, GDP per capita and their derivatives for most countries of the world was conducted. An analysis of statistical information has been done by employing econometric analyses.

Based on the analysis of the statistical data, which characterizes the development of large, technologically advanced countries in ordinary conditions, it was identified that the average acceleration …

Gender Biases In Delegation, Eleonora Bottino, Teresa García-Muñoz, Praveen Kujal

ESI Working Papers

We explore gender biases towards delegation in a modified (delegation) dictator game. Under compulsory delegation and no (gender) revelation no significant gender differences are observed for choices made by principals. Male agents share little with the recipients, meanwhile, female (agents) are not responsive to the incentive scheme and return less to the dictator. However, a clear dichotomy in female behavior is observed under gender revelation. As principals, females behave similar to their male counterparts and appoint as agents those who return more to them. On the other hand, as agents’ females show greater redistributive concerns relative to their male counterparts …

Ambiguity Framed, Mark Schneider, Jonathan W. Leland, Nathaniel Wilcox

ESI Working Papers

In his exposition of subjective expected utility theory, Savage (1954) proposed that the Allais paradox could be reduced if it were recast into a format which made the appeal of the independence axiom of expected utility theory more transparent. Recent studies consistently find support for this prediction. We consider a salience-based choice model which explains this frame-dependence of the Allais paradox and derive the novel prediction that the same type of presentation format which was found to reduce Allais-style violations of expected utility theory will also reduce Ellsberg-style violations of subjective expected utility theory since that format makes the appeal …

Money And The Scale Of Cooperation, Maria Bigoni, Gabriele Camera, Marco Casari

ESI Working Papers

This study reveals the existence of a causal link between the availability of money and an expanded scale of interaction. We constructed an experiment where participants chose the group size, either a low-value partnership or a high-value group of strangers, and then faced an intertemporal cooperative task. Theoretically, a monetary system was inessential to achieve cooperation. Empirically, without a working monetary system, participants were reluctant to expand the scale of interaction; and when they did, they ended up destroying surplus compared to partnerships, because cooperation collapsed in large groups. This economic failure was reversed only when participants managed to concurrently …

Two Essays In Finance And Economics: “Investment Opportunities In Commodity And Stock Markets For G7 Countries” And “Global And Local Factors Affecting Sovereign Yield Spreads”, Selma Izadi

LSU New Orleans Theses and Dissertations

In chapter 1, I investigate the return links and dynamic conditional correlations between the equity and commodity returns for G7 countries from 2000:01 to 2014:10. The commodity futures include BCOM Index which contains the futures and spot price of 22 commodities, Brent and Crude oil futures, gold and silver futures, Wheat, Corn and Soybean futures and CRB index. The finding indicates that during the full sample period GOLD, WHEAT and CORN have the smallest dynamic conditional correlations with all the Equity indexes. In addition, the correlations between the GOLD/Equity pairs are negative during the financial crisis. This fact indicates the …

Rhode Island Current Conditions Index -- December 2015, Leonard Lardaro

The Rhode Island Current Conditions Index

No abstract provided.