This paper describes recent work to strengthen nowcasting capacity at the IMF’s European department. It motivates and compiles datasets of standard and nontraditional variables, such as Google search and air quality. It applies standard dynamic factor models (DFMs) and several machine learning...

This paper describes issues in Korea's corporate sector, the need for restructuring, and the authorities' initiatives and challenges. It then identifies lessons from other countries' experience and conducts an econometric analysis based on cross-country aggregate data,compared with previous...

This paper develops a structural macroeconometric model of the world economy,disaggregated into forty national economies. This panel dynamic stochastic generalequilibrium model features a range of nominal and real rigidities, extensivemacrofinancial linkages, and diverse spillover transmission...

This paper develops a structural macroeconometric model of the world economy, disaggregated into forty national economies. This panel dynamic stochastic general equilibrium model features a range of nominal and real rigidities, extensive macrofinancial linkages, and diverse spillover...

This paper develops a structural macroeconometric model of the world economy, disaggregated into thirty five national economies. This panel unobserved components model features a monetary transmission mechanism, a fiscal transmission mechanism, and extensive macrofinancial linkages, both within...

Transaction-price residential (house) and commercial property price indexes (RPPIs and CPPIs) have inherent problems of sparse data on heterogeneous properties, more so CPPIs. In an attempt to control for heterogeneity, (repeat-sales and hedonic) panel data regression frameworks are typically...

This paper studies the role of airlift supply on the tourism sector in the Caribbean. The paper examines the relative importance of U.S.-Caribbean airlift supply factors such as the number of flights, seats, airlines, and departure cities on U.S. tourist arrivals. The possible endogeneity...

This paper assesses the real effects of the energy reform in Mexico by looking at its impact on manufacturing output through changes in energy prices. Using sub-sector and state-level manufacturing output data, along with past variation in energy prices, we find electricity prices - relative to...

We leverage insights from machine learning to optimize the trade off between bias and variance when estimating economic models using pooled datasets. Specifically, we develop a simple algorithm that estimates the similarity of economic structures across countries and selects the optimal pool of...

Thomas Piketty's Capital in the Twenty-First Century puts forth a logically consistent explanation for changes in income and wealth inequality patterns. However, while rich in data, the book provides no formal empirical testing for its theoretical causal chain. In this paper, I build a set of...