Per capita income and the extensive margin of bilateral trade

This paper quantitatively explores the role of demand in explaining the positive correlation between an importer's per capita income and the extensive margin of bilateral trade. The theoretical mechanism is based on agents that increase the set of goods they consume with income. This affects the structure of a country's import demand and therewith the extensive margin of trade. We formalize this intuition by incorporating preferences that allow for binding non‐negativity constraints into an otherwise standard Ricardian multi‐country model. We quantify the model and find that the behaviour of the model's extensive margin of trade is consistent with the data.     

The extensive margin,sectoral shares,and international business cycles

Abstract This paper documents some previously neglected features of sectoral shares at business cycle frequencies in OECD economies. We find that the non‐traded output share is as volatile as aggregate GDP and for most countries is countercyclical. While the standard international real business cycle model has difficulty in accounting for these properties of the data, an extended model that allows for sectoral adjustment along both the intensive and the extensive margins does a much better job of replicating these statistics. The model also matches better the correlation between relative consumption growth and real exchange rate changes, a key measure of international risk‐sharing.     

The effects of demographics and maternal behavior on the distribution of birth outcomes

This paper utilizes quantile-regression techniques in order to estimate the effects of demographics and maternal behavior during pregnancy at various quantiles of the birthweight distribution. Due to the high costs and long-term effects (both medical and economic) associated with low-birthweight babies, there is a great deal of interest in quantifying these effects, particularly at the lower end of the birthweight distribution. Using large samples of 1992 and 1996 births in the United States, the quantile-regression estimates indicate that several factors (including race, education, and prenatal care) have a significantly higher impact at lower quantiles and lower impact at higher quantiles. These effects at lower quantiles are underestimated by least-squares regression estimates. The inequality in birthweights implied by these results is quite significant, and there is little indication that the inequality has changed much in recent years.     

The extensive and intensive margins of Spanish trade

Recent empirical research highlights that differences in trade flows across countries, products and years are governed by two margins: the intensive margin and the extensive margin. The analysis of the relative contribution of each margin is very important to determine which policies can be more efficient to foster trade at the aggregate, geographic, product or firm level. We use the whole universe of firm level transaction data to analyse the relative contribution of these margins to changes in Spanish trade flows during the 1997–2007 period. We first apply the methodology proposed by Bernard et al. (2009 Bernard, A.B., Jensen, J.B., Redding, S.J. and Schott, P.K. 2009. The margins of US trade. American Economic Review: Papers & Proceedings, 99(2): 487–93. [Crossref], [Web of Science ®] [Google Scholar]) to decompose trade variation over time into three components: net entry of firms, product-country switching and value growth by regular trading firms. The first two components correspond to the extensive margin and the last one refers to the intensive margin. We find that short-run changes in exports and imports are governed by firms’ intensive margin; however, in the long-run, both the extensive and the intensive margins are equally important to foster trade. We also examine the importance of the trade margins at the cross-sectional level for the year 2007. We find that large differences in the Spanish trade flows across countries and products, especially in the case of exports, are explained by the number of firms that participate in trade, which is consistent with the fact that the number of trading partners decline significantly with distance.     

Labour market institutions,crisis and gender earnings gap in Eastern Europe

We study gender pay inequality in ten Central and Eastern EU countries before (2007) and during the economic crisis (2009) using quantile regression methods. The analysis reveals remarkable cross‐country diversity in levels and patterns of the gender gap along the earnings distribution; for the majority of the countries the crisis is associated with declining male/female disparities. We address the role played by labour market institutions in shaping the observed gender pay gap levels and patterns. Labour market deregulation increases gender inequality at the middle and at the top of the pay distribution, but reduces disparities at the bottom. Higher union density and wage coordination reduce the pay gap, with stronger equalizing effects on better‐paid jobs. The crisis seems to weaken the already poor role of institutions in the low‐pay sector.     

期货市场交易量与收益及波动关系的分位分析

采用分位数回归方法对上海期货市场铜、铝和燃料油期货收益及波动与成交量的动态关系进行实证研究。该方法允许估计不同分位的方程,从而得到条件分布的完整描述。结果显示上海期货市场期货价格收益具有异方差的特点;存在量价齐扬和量价背离现象;收益波动和成交量之间随着波动增大呈现逐渐加强的正向关系,从而说明我国期货市场信息传播符合混合分布假说。     

Censored quantile regressions and the length of unemployment periods in West Germany

In this paper, we estimate the effect of different macro and micro variables on the distribution of unemployment duration in West Germany using censored quantile regressions. We analyze unemployment periods of more than 91,000 observations from the years 1981 to 1997 drawn from the IAB employment subsample. The latter is an administrative data set that is representative with respect to the socially insured workforce. Surprisingly, we find that the educational degree and variables indicating the macroeconomic environment such as the unemployment rate have a weak effect only. On the other hand, variables reflecting the (un-)employment history of an individual such as the length of tenure, recall to the same employer in the past, recent unemployment, and the position in the population income distribution before unemployment have the strongest effects on unemployment duration. We conclude that work history variables are the ones most suitable in characterizing the unemployment duration of an individual. From a methodological point of view, it is interesting that some regression coefficients have a different sign depending on the quantiles of the unemployment duration distribution. This clearly is a violation of the classical proportional hazard assumption which is very common in unemployment duration analysis.     

Quantile regression for duration data: A reappraisal of the Pennsylvania Reemployment Bonus Experiments

We argue that quantile regression methods can play a constructive role in the analysis of duration (survival) data offering a more flexible, more complete analysis than is typically available with more conventional methods. We illustrate the approach with a reanalysis of the data from the Pennsylvania Reemployment Bonus Experiments. These experiments, conducted in 1988–89, were designed to test the efficacy of cash bonuses paid for early reemployment in shortening the length of insured unemployment spells     

The gender pay gap in Russia during the transition, 1992-96

This paper explores the link between rising wage dispersion in Russia over the transitional period and the gender pay gap. The work of Blau and Kahn (1996) emphasized a role for 'wage structure' in the determination of the gender pay gap, although some interpretational issues concerning their methodology have been raised recently by Suen (1997). The unadjusted gender pay gap between 1992 and 1996 exhibited some degree of stability, but the analysis presented identified increased wage dispersion as a modest agent for the widening of the gap in Russia. Ordinary Least Squares (OLS) estimates for an equation pooling observations from both gender groups, registered no statistical difference in the mean ceteris paribus gender pay gap between the two years. To complement the mean regression approach, quantile regression procedures were also employed. Although the median regression provided evidence of a statistically significant temporal increase in the gender pay gap, this finding was not supported at other chosen quantiles of the wage distribution. This result was taken to highlight the possible sensitivity of the OLS procedure.
JEL classification: J16, J31, P23.     

The effect of immigrants on the extensive and intensive margins of trade

This study examines the impact of immigrants on the extensive and intensive margins of South Korean exports. Since trade data contain excessive zero trade flows, we adopt recently suggested Poisson and Gamma pseudo maximum likelihoods. ???Our finding shows that immigrant stock in South Korea has significant effect on both the extensive and intensive margins of South Korean exports. Immigrants’ network seems to decrease variable as well as fixed costs of trade.     

Economic transition,gender bias,and the distribution of earnings in China*

Market‐oriented economic reform, which accelerated after 1992, has brought substantial changes to the Chinese economy. This dramatic economic transition was raised two important questions: ‘How are women faring in the transition from a planned economy to a market economy?’ and ‘Are some women faring relatively better than other women’? We use data from the Chinese Household Income Projects for the years 1988 and 1995, a standard earnings equation, and quantile regressions to estimate and decompose the earnings gap. Our findings suggest that while the earnings gap has increased, the fraction of the gap ‘unexplained’ by differences in human capital variables such as education and experience has declined over time. This result is particularly pronounced for low earning women.     

Lottery pricing and price elasticity dispersion in the UK and Canada

We estimate effective price elasticities for different quantiles of the demand distribution of the UK National Lottery and the Canadian Lotto 649. We show that price elasticities vary significantly from draw to draw and have a tendency to increase with lottery participation and jackpot size. Our findings indicate that setting lottery rules on the basis of mean effective price elasticities should be faced with caution because expected profits are negatively related to the evident variation of elasticities among lottery draws. We also simulate alternative active rollover distributions and show that limiting the rollover accumulation by withholding portions and ploughing them back in future nonrollover draws is potentially profitable.     

S&P 500 volatility,volatility regimes,and economic uncertainty

We assess the relationship between regime-dependent volatility in S&P 500, economic policy uncertainty, the S&P 500 bull and bear sentiment spread (bb_sp), as well as the Chicago Board Options Exchange's VIX over the period 2000–2018. Our findings from two-covariate GARCH–MIDAS (GM) methodology, regime switching Markov Chain, and quantile regressions suggest that the association of realized volatility and sentiment varies across high- and low-volatility regimes and depends on investors’ sensitivity toward incidents of market uncertainties under these regimes. The findings suggest that these indicators may not be useful in volatility forecasting, especially under high-volatility regimes.     

Institutions and economic development: How strong is the relation?

This paper investigates the relationship between institutions and economic development (output per worker). As in Hall and Jones (1999), we find that a 1% improvement in institutions (as we measure them) generates on average a 5% increase in output per worker. However, this relationship is not linear and the data have important heterogeneity. Countries with the same value of institutions have different levels of income per worker. We ask whether the “returns to institutions” are the same across countries conditional on the level of institutions. Using quantile regression methods, we show that for countries at the top of the conditional distribution of international incomes, the “returns to institutions” are lower (around 3.8%,) than for countries at the bottom of this distribution (around 6.2%). We show that this result is robust for different model specifications and definitions of institutions. We also provide evidence that, conditional on the level of institutional development, the distribution of output per worker tends to become less disperse as countries improve their institutional framework. In other words, having better institutions is essential in order to close the output-per-worker gap across countries. Finally, we provide the rationale behind the results through a modified version of a Neoclassical Growth Model with time varying wedges, representing policy distortions and institutions.We thank Lee Alston, Roger Koenker, and Stephen L. Parente for helpful discussion, Werner Baer for useful comments, and Chad Jones for facilitating access to the data set. We are also indebted to an anonymous referee and an associate editor for important suggestions that improved the final paper. The analysis, opinions and findings expressed herein represent the views of the authors, they are not necessarily those of the Banco de Portugal. Any remaining errors are our responsibility.First version received: May 2001/Final version received: August 2003     

Public Preferences for Hydrogen Buses: Comparing Interval Data, OLS and Quantile Regression Approaches

We use a quantile regression (QR) approach to analyse contingent valuation estimates of public willingness to pay (WTP) for the air and noise pollution reductions associated with the introduction of hydrogen buses in London. QR results show that variables that were not significant in interval regression or ordinary least squares regression become significant at certain quantiles along the WTP distribution. In addition, the determinants of WTP at the lower tail of the distribution differ from those at the higher end of the distribution. Our findings illustrate the usefulness of quantile regression methods for analysing contingent valuation data, enhancing our understanding of the determinants of willingness to pay.     

Trade liberalisation,poverty, and inequality in Vietnam: a quantile regression approach

This study examines the effects of trade liberalisation on rural household welfare, poverty, and inequality in Vietnam, with the use of multiple estimation strategies, including the panel quantile regression approach based on Canay's two-step estimator. Taking account of the multi-faceted nature of trade liberalisation, we consider a set of household-level trade-related variables, including employment in export, import-competing, and manufacturing sectors. A unique panel data set is constructed from the Vietnam Household Living Standards Surveys conducted in 2002, 2004 and 2006. We find that employment in trade-related sectors contributes significantly to rural household welfare. Moreover, the effects of trade-related employment on welfare are heterogeneous across the welfare/income distribution, in that trade-related employment sectors have different influences on different groups/quantiles of households.     

服务业发展与人均收入的关系:基于分位数回归的实证研究

利用118个国家和地区1980-2005年服务业发展和人均收入的非平衡面板数据,采用分量回归的方法,在Fuchs的基础上对两者的关系进行研究。结果发现,服务业就业比重和人均GDP之间存在着显著并且稳定的正相关关系,服务业就业比重随着人均GDP的增加逐渐提高,这与Fuchs研究结论相同;与Fuchs不同的是,本文通过分位数回归还可以看出人均GDP的需求效应在服务业发展的不同阶段的影响程度的变化。在服务业发展的较低阶段,人均GDP的需求效应对服务业发展的作用较大;在服务业发展的较高阶段,人均GDP的需求效应对服务业发展的作用相对较小。     

Asymmetric quantile analysis of the Swedish mortgage price discovery process

Based on Swedish banking data we discover robust and significantly positive Asymmetric Price Transmission (APT) effects over all analysed regression quantiles of our mortgage interest rates, with even larger positive APT for the higher percentiles. The analysis was enabled through unique access to a Swedish bank's (SEB) own records of their true borrowing costs. Our central contribution is that there is a higher propensity for the bank to rapidly increase its mortgage interest rates for customers following an increase in its borrowing costs, compared with the propensity for the bank to decrease its customers’ mortgage rates subsequent to a corresponding borrowing cost decrease.     

Public Knowledge,Private Property and the Economics of High-tech Consortia

The management of knowledge in research consortia raises new appropriability issues, such as copying with the tension between individual protection and data sharing which is required in any process of collective invention. Based on case studies carried out in the field of biotechnology, the paper discusses these issues and develop some policy implications.