Approximate maximum likelihood estimation for stochastic differential equations with random effects in the drift and the diffusion

Consider N independent stochastic processes \((X_i(t), t\in [0,T])\), \(i=1,\ldots , N\), defined by a stochastic differential equation with random effects where the drift term depends linearly on a random vector \(\Phi _i\) and the diffusion coefficient depends on another linear random effect \(\Psi _i\). For these effects, we consider a joint parametric distribution. We propose and study two approximate likelihoods for estimating the parameters of this joint distribution based on discrete observations of the processes on a fixed time interval. Consistent and \(\sqrt{N}\)-asymptotically Gaussian estimators are obtained when both the number of individuals and the number of observations per individual tend to infinity. The estimation methods are investigated on simulated data and show good performances.     

Unobserved firm heterogeneity and the size-exports nexus: Evidence from German panel data

This paper starts from the stylized fact that firm size and exporting tends to be positively related. Using large sets of establishment panel data for three different industries from official statistics, evidence is presented that the familiar picture of an export/sales ratio that increases (at a decreasing rate) with firm size vanishes if unobserved firm heterogeneity is controlled for in a fixed-effects fractional logit regression model. This finding is well in line with the fact that many small firms are “hidden export champions.” JEL no. F10, D21, L60     

Nonlinear models with panel data

Panel data play an important role in empirical economics. With panel data one can answer questions about microeconomic dynamic behavior that could not be answered with cross sectional data. Panel data techniques are also useful for analyzing cross sectional data with grouping. This paper discusses some issues related to specification and estimation of nonlinear models using panel data.JEL Classification: C230The research behind this paper was supported by the National Science Foundation, the Gregory C. Chow Econometric Research Program at Princeton University, and Danish National Research Foundation (through CAM at the University of Copenhagen). The author thanks Ekaterini Kyriazidou, Hong Li, Marina Sallustro, and the editors for helpful suggestions.     

External adjustment

Gross stocks of foreign assets have increased rapidly relative to national outputs since 1990, and the short-run capital gains and losses on those assets can amount to significant fractions of GDP. These fluctuations in asset values render the national income and product account measure of the current account balance increasingly inadequate as a summary of the change in a country's net foreign assets. Nonetheless, unusually large current account imbalances, especially deficits, should remain high on policymakers' list of concerns, even, for the richer and less credit-constrained countries. Extreme imbalances signal the need for large and perhaps abrupt real exchange rate changes in the future, changes that might have undesired political and financial consequences given the incompleteness of domestic and international asset markets. Furthermore, of the two sources of the change in net foreign assets—the current account and the capital gain on the net foreign asset position—the former is better understood and more amenable to policy influence. Systematic government attempts to manipulate international asset values in order to change the net foreign asset position could have a destabilizing effect on market expectations. JEL no. F21, F32, F36, F41     

Nominal shocks and the current account: A structural VAR analysis of 14 OECD countries

This paper provides some empirical evidence on one of the most controversial theoretical implications of the new open economy literature, which refers to the role of the current account in the international monetary transmission mechanism. In order to throw some light on this issue, two structural VAR models are estimated separately for 14 industrialized countries. The main empirical results highlight the importance of the role of nominal disturbances for current account fluctuations. Additionally, it is found that expansionary nominal shocks generate temporary current account surpluses, whose size is positively correlated with the openness of the individual countries. JEL no. C32, E40, F41, F42     

ITC voting behavior on sunset reviews

This paper is the first attempt to analyze ITC Commissioner voting behavior on sunset reviews of antidumping cases. Sunset determinations entail greater complexity than initial antidumping investigations because ITC commissioners must account for the impact of dumping protection as well as competitive forces on industry conditions. Empirical findings indicate that ITC voting is based on both sunset regulation and nonstatutory factors. Results reveal apparent biases against Chinese competitors and poorer nations generally, and favorable treatment toward U.S. steel producers and high-wage industries. There is also evidence of preferential treatment of industries located in states of Senate oversight committee members. JEL no. F13     

Productivity and the Euro-Dollar exchange rate

This article analyses the impact of productivity developments in the United States and the euro area on the euro-dollar exchange rate. The article presents a new measure of relative average labour, productivity (ALP) which does not suffer from the biases implicit in readily available relative ALP data. Importantly, the patterns of these series differ widely. Employing the Johansen cointegration framework, four models are estimated using four different productivity proxies. Our results indicate that the extent to which productivity can explain the euro depreciation varies with the productivity proxy used: readily available measures explain most, our new, preferred measure least. In all models, however, productivity can explain only a fraction of the actual euro depreciation experienced in 1999–2000. JEL no. F31, C32, O47 The views expressed in this study are those of the authors and do not necessarily reflect those of the European Central Bank or its staff.     

Economic openness and trade linkages of China: An empirical study of the determinants of chinese trade intensities from 1993 to 1999

In the 1980s, the Chinese regime took a number of piecemeal steps toward economic liberalization. This process accelerated impressively in the 1990s. This paper reports an empirical study into the determinants of the emerging pattern of Chinese trade (export and import) intensities in the liberalization decade by exploring international trade statistics for 1993 and 1999. Four models are estimated that explain the shifts in the export and import intensities of the trade with different trade partners in the 1993–1999 period. The estimation results reveal differences for export vis-à-vis import trade intentities, as well as for 1993 compared to 1999. For example, the political determinants of trade intensities that were still very important in 1993 have been moved to the background by economic explanations in 1999. JEL no. F14     

The European Union: Economic prospects,structural reforms and enlargement

On the eve of enlargement of the European Union from fifteen to twenty-five Member States, this article focuses on economic developments in 2003 and prospects for 2004 and 2005 in the European Union, especially in the euro area, the state of play on structural reform, before concluding with some reflections on enlargement.     

Qualitätserwartungen,Qualitätswahrnehmungen und die Nutzung von Fernsehserien

Ziel des Beitrags ist die Beantwortung der Frage, welche Faktoren die Nutzung von Fernsehserien erkl?ren k?nnen. Kann sie im Wesentlichen auf Habitualisierung und strukturelle Rahmenbedingungen zurückgeführt werden, oder l?sst sie sich dadurch erkl?ren, dass die Erwartungen an die Qualit?t von Fernsehserien und die Wahrnehmung von Qualit?tseigenschaften der verschiedenen Serien zwischen den Rezipienten variieren? Zun?chst werden die theoretisch relevanten Faktoren für ein Modell der subjektiven Qualit?tsauswahl identifiziert und operationalisiert. Anschlie?end wird in einer empirischen Studie geprüft, ob diese Faktoren einen Einfluss auf die Nutzung der Fernsehserien haben. Die Untersuchungsergebnisse zeigen, dass die drei Elemente des theoretischen Ansatzes — Qualit?tserwartungen, Qualit?tswahrnehmungen und Qualit?tsurteile — die Seriennutzung zu einem betr?chtlichen Teil erkl?ren k?nnen. Der Vorteil dieses Ansatzes gegenüber dem Uses and Gratifications Approach besteht darin, dass die Eigenschaften des Angebots im Mittelpunkt stehen. Damit wird es m?glich, Aussagen darüber zu machen, welche wahrgenommenen Merkmale des Angebots für die Nutzungsentscheidungen der Rezipienten relevant sind.