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 Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C3, C32, C5, C53
Third-Country Effects of U.S. Immigration Policy Staff Working Paper 2023-60 Agostina Brinatti, Xing Guo We study how the tightening of US immigration policy affects the Canadian economy and American workers. After the reduction in H-1B visa admissions in 2017, more immigrants came to Canada, and Canadian firms expanded their employment, sales and exports. The close trade link between the United States and Canada dampens the benefit American workers derive from this policy change. Content Type(s): Staff research, Staff working papers Topic(s): International topics, Labour markets, Recent economic and financial developments, Trade integration JEL Code(s): F, F1, F16, F2, F22, J, J6, J61
Perceived versus Calibrated Income Risks in Heterogeneous-Agent Consumption Models Staff Working Paper 2023-59 Tao Wang Perceived income risks reported in a survey of consumer expectations are more heterogeneous and, on average, lower than indirectly calibrated risks based on panel data. They prove to be one explanation for why a large fraction of households hold very little liquid savings and why accumulated wealth is widely unequal across households. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Monetary policy, Monetary policy and uncertainty JEL Code(s): D, D1, D14, E, E2, E21, E7, E71, G, G5, G51
December 22, 2023 BNN Bloomberg Tiff Macklem, Governor of the Bank of Canada Interview with BNN Bloomberg Content Type(s): Press, Media activities
December 22, 2023 The Globe and Mail Tiff Macklem, Governor of the Bank of Canada Interview with The Globe and Mail Content Type(s): Press, Media activities