Econometrics Commons^™

Embアルゴリズムの新たな応用による多重比率補定(高橋将宜), Masayoshi Takahashi

Masayoshi Takahashi

No abstract provided.

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

The Rhode Island Current Conditions Index

No abstract provided.

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 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 …

Testing For Spatial Lag And Spatial Error Dependence In A Fixed Effects Panel Data Model Using Double Length Artificial Regressions, Badi H. Baltagi, Long Liu

Center for Policy Research

This paper revisits the joint and conditional Lagrange Multiplier tests derived by Debarsy and Ertur (2010) for a fixed effects spatial lag regression model with spatial auto-regressive error, and derives these tests using artificial Double Length Regressions (DLR). These DLR tests and their corresponding LM tests are compared using an empirical example and a Monte Carlo simulation.

Bias In The Estimation Of Mean Reversion In Continuous-Time Levy Processes, Yong Bao, Aman Ullah, Yun Wang, Jun Yu

Research Collection School Of Economics

This paper develops the approximate bias of the ordinary least squares estimator of the mean reversion parameter in continuous-time Levy processes. Several cases are considered, depending on whether the long-run mean is known or unknown and whether the initial condition is fixed or random. The approximate bias is used to construct a bias corrected estimator. The performance of the approximate bias and the bias corrected estimator is examined using simulated data.

Jackknife Model Averaging For Quantile Regressions, Xun Lu, Liangjun Su

Research Collection School Of Economics

In this paper we consider model averaging for quantile regressions (QR) when all models under investigation are potentially misspecified and the number of parameters is diverging with the sample size. To allow for the dependence between the error terms and regressors in the QR models, we propose a jackknife model averaging (JMA) estimator which selects the weights by minimizing a leave-one-out cross-validation criterion function and demonstrate its asymptotic optimality in terms of minimizing the out-of-sample final prediction error. We conduct simulations to demonstrate the finite-sample performance of our estimator and compare it with other model selection and averaging methods. We …

How Does The Stock Market Value The Renewable Energy Sector: A Public Announcement Analysis And Test Of The Efficient Market Hypothesis, Jack Crampton

Journal of Environmental and Resource Economics at Colby

This study analyzes the market reaction to public announcements in the stock market. The efficient market hypothesis is put to test and similar studies are reexamined in the context of the renewable energy sector. Through fixed effects models, we can assess the validity to the efficient market hypothesis and assess how the market values the clean energy sector.

The Zen Of Charity Giving In China: An Understanding Of The Chinese Philanthropic Sector And Recommendations On Moving Towards Sustainability, Li Zheng

Capstone Collection

China has shifted from a centrally planned to a market based economy in 1978. Since then, the country has experienced rapid economic growth and social development. With a more liberal economic environment, the voice of civil society becomes stronger, which incentives the emergence of philanthropy and charitable giving. As a result, the government has begun to encourage private donation and development of foundations, while watching carefully and constraining its activities. By analyzing both qualitative and quantitative data, this paper explores and evaluates the effectiveness of this emerging sector. The paper further advocates for improving current charity law and developing a …

Economic Forecasting, Impact Analysis And Regional Planning With A Focus On The Illawarra, Ashkan Masouman

Ashkan Masouman

Purpose – This thesis investigates the Illawarra economy and presents three approaches to conducting policy impact analysis and economic forecasting. The primary focus of the policy analysis and economic forecasting is measuring the changes that occur in regional output, income and employment as a result of different policies and economic activities. This thesis analyses the structural shifts and economic transitions that have taken place in the regional economy over the past two decades to determine the direction of the economy and analyse impacts of different policies and economic activities on the regional economy. Methodology – There are five methodologies extended …

Economic Wealth And Social Welfare: A Longitudinal Analysis Of Transnational Well-Being, Kelly Brooke Martin

Doctoral Dissertations

Macro changes in the financial arena have prompted ongoing research focused on global economic trends. As America emerges from an era of stagnant wages, rising unemployment, and growing class stratification it is necessary to explore differences in cross-national socioeconomic behavior to address the changing needs of our country. Many studies attempt to describe statistical correlations between economic wealth and social well-being domestically and abroad by utilizing methodological perspectives that do not account for longitudinal change. To address the gap in existing research, this study seeks to measure variations in econometric indicators between the U.S. and Nordic countries to further explicate …

The Identification Of Regulatory Impacts Using Panel Data, Jie Deng

Doctoral Dissertations

This dissertation broadly explores the use of panel data methods for identifying the effects of regulation. Chapter 1 applies dynamic panel models to control for potential feedback effects when examining the relationship between environmental regulations and firm performance. Specifically, this chapter uses data from the U.S. manufacturing industry to explore the effects of the Clean Air Act (CAA) on firm performance outcomes related to profitability, employment, and capital expenditures. The evidence suggests that feedback effects are present in the data and, more critically, appropriately modeling these effects can alter conclusions regarding the effects of environmental regulation.

Chapter 2 uses panel …

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

The Rhode Island Current Conditions Index

No abstract provided.

An Analysis Of Airline Quality Rating Components Using Bayesian Methods, John H. Mott, Branden K. Avery

International Journal of Aviation, Aeronautics, and Aerospace

The Airline Quality Rating, a unique metric that is of interval scale and is comparable across carriers and time periods, is a quantitative evaluation of the quality of U.S. domestic air carriers based on data that is collected and published by the U.S. Bureau of Transportation Statistics. One may gain insight into the relationship of the AQR metric to the carriers to which it is applied by grouping those carriers and examining the effects of the resulting groupings on the four individual factors that comprise the AQR. This study used Bayesian hierarchical modeling techniques to examine the differences between three …

Underdogs Are Man’S Best Friend: A Test Of Football Market Efficiency, Ladd Kochman, Randy Goodwin

Ladd Kochman

Two mechanical betting rules that had exposed biases in previous studies were applied to National Football League games for the five consecutive seasons ending with the 2003 Super Bowl. Although bets on home teams produced only break-even results, wagers on underdogs posed a serious challenge to the efficient market hypothesis. One possible explanation is that favorites are no less “public” in the minds of bettors than IBM, GE, and the like are public in the minds of investors and may therefore be the victims of inflated expectations and point spreads.

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

The Rhode Island Current Conditions Index

No abstract provided.

Business Cycle Effects On Us Sectoral Stock Returns, Keran Song

FIU Electronic Theses and Dissertations

My dissertation investigated business cycle effects on US sectoral stock returns.

The first chapter examined the relationship between the business cycle and sectoral stock returns. First, I calculated constant correlation coefficients between the business cycle and sectoral stock returns. Then, I employed the DCC GARCH model to estimate time-varying correlation coefficients for each pair of the business cycle and sectoral stock returns. Finally, I ran regression of sectoral returns on dummy variables designed to capture the four stages of the business cycle. I found that though sectoral stock returns were closely related to the business cycle, they did not share …

Art Arbitrage - Violations Of The Law Of One Price Created By Fine Art Auctions, Amy Liu

Undergraduate Economic Review

Although fine art is becoming increasingly popular as investment, its price determination is relatively opaque. This paper expands upon the work of Pesando (1993) and Pesando and Shum (2007) concerning the law of one price in the art auction industry. By examining the sale history of silkscreen prints from Andy Warhol’s 1970 series Flowers, this paper controls for the physical characteristics of particular artwork and seeks to determine the likelihood of sale and price differentials created by specific auction environments. This paper further examines the extent to which auction houses take into account these auction environments when setting presale …

A Royal Problem: Planning Induced Supply Constraints In London, Elizabeth P. Armstrong

Lawrence University Honors Projects

We explore the impact of regulatory supply constraints on house price levels following boom and bust periods in London. We hypothesize that when regulatory restrictiveness increases during a boom period, house prices will be higher in the following year compared to house prices in less restricted areas. We also hypothesize that when regulatory restrictiveness increases during a bust period, house prices will be lower in the following year compared to house prices in less restricted areas. We empirically test our hypothesis using a multilevel mixed-effects model with a panel data set of 32 boroughs of London, ranging from 2001 to …

Capital Stock Series Of The Mexican Regions, Vicente German-Soto

Vicente German-Soto

Database of the physical capital stock series of the Mexican states industrial sector.

Public Goods With Punishment & Payment For Relative Rank, Terence C. Burnham

ESI Working Papers

A laboratory experiment designed to investigate the role of relative performance-based payoffs on cooperation in the context of punishment. Subjects play a repeated public goods game with high-powered punishment (50:1) and additional payoffs based on relative performance. Contributions to the public good are nearly maximal. Punishment levels are substantial, higher than the same game without relative rank payoffs, and sufficiently high that total payoffs are negative. The group would make much more money in the same setting without punishment. This study contributes to investigation of the role of altruism in human cooperation.