We develop the case of two-stage least squares estimation (2SLS) in the general framework of Athey et al. (Generalized Random Forests, Annals of Statistics, Vol. 47, 2019) and provide a software implementation for R and C++. We use the method to revisit the classic application of instrumental...

We study the multifaceted effects and persistence of trade policy shocks on financial markets in a structural vector autoregression. The model is identified via event day heteroskedasticity. We find that restrictive US trade policy shocks affect US and international stock prices heterogeneously,...

Quantifying the welfare effects of trade liberalization is a core issue in international trade. Existing frameworks assume perfect labor markets and therefore ignore the effects of aggregate employment changes for welfare. We develop a quantitative trade framework which explicitly models labor...

We investigate the effect of economic integration agreements on the stability of international trade at the 4 digit SITC level. Using annual trade data for over 180 countries from 1962 to 2005 we examine how economic integration agreements affect the length of trade relationships, the volume at...

We examine the impact of revocation of tariff exemptions on exports of developing countries, using data from the cases of Competitive Needs Limits (CNL) built into the Generalized System of Preferences (GSP). CNLs are arguably imposed on super competitive GSP beneficiaries and aim to limit their...

The number of bilateral and multilateral trade agreements has surged in recent years. In order to benefit from preferential tariff rates,firms must apply and comply with rules of origin requirements. This is costly and explains why preference utilization rates (PUR) are far below 100 percent. In...

In the 2000s, China's WTO entry constituted a major trade shock. In this paper, we analyze its eff ects on trade and value chains. The fragmentation of the global value chain makes it hard to disentangle who produces for whom. Value added trade contains this information. We build a multi-sector...

Most applied work in international economics treats trade policy (a) as a linear component of trade costs and (b) as an exogenous variable. This paper proposes a structural modelling approach that allows for the estimation of (possibly) non-parametric effects of trade policy using a propensity...