Predictive Density Combination Using a Tree-Based Synthesis Function Staff Working Paper 2023-61 Tony Chernis, Niko Hauzenberger, Florian Huber, Gary Koop, James Mitchell This paper studies non-parametric combinations of density forecasts. We introduce a regression tree-based approach that allows combination weights to vary on the features of the densities, time-trends or economic indicators. In two empirical applications, we show the benefits of this approach in terms of improved forecast accuracy and interpretability. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C3, C32, C5, C53
China’s Emergence in the World Economy and Business Cycles in Latin America Staff Working Paper 2012-32 Ambrogio Cesa-Bianchi, M. Hashem Pesaran, Alessandro Rebucci, TengTeng Xu The international business cycle is very important for Latin America’s economic performance as the recent global crisis vividly illustrated. This paper investigates how changes in trade linkages between China, Latin America, and the rest of the world have altered the transmission mechanism of international business cycles to Latin America. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, International topics, Recent economic and financial developments, Regional economic developments JEL Code(s): C, C3, C32, E, E3, E32, F, F4, F44, O, O5, O54
Local Labor Markets in Canada and the United States Staff Working Paper 2019-12 David Albouy, Alex Chernoff, Chandler Lutz, Casey Warman We examine local labor markets in the United States and Canada from 1990 to 2011 using comparable household and business data. Wage levels and inequality rise with city population in both countries, albeit less in Canada. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): J, J2, J21, J3, J31, J6, J61, N, N3, N32, R, R1, R12