December 31, 2023 Quarterly Research Update – 2023 Q4 This newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
Procyclicality in Central Counterparty Margin Models: A Conceptual Tool Kit and the Key Parameters Staff Discussion Paper 2023-34 Alper Odabasioglu Regulators need to provide effective procyclicality guidance, and central counterparties must design and calibrate their margin systems and procyclicality frameworks appropriately. To serve these needs, we provide a novel conceptual tool kit. Further, we highlight that the focus should be on the key margin system parameters in determining procyclicality. Content Type(s): Staff research, Staff discussion papers Topic(s): Coronavirus disease (COVID-19), Credit risk management, Financial institutions, Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): G, G0, G01, G2, G23, G28
Communicating Inflation Uncertainty and Household Expectations Staff Working Paper 2023-63 Olena Kostyshyna, Luba Petersen We examine the value of direct communication to households about inflation and the uncertainty around inflation statistics. All types of information about inflation are effective at immediately managing inflation expectations, with information about outlooks being more effective and relevant than that about recent inflation and Bank targets. Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Credibility, Inflation and prices, Inflation targets, Monetary policy and uncertainty, Monetary policy communications JEL Code(s): C, C9, C93, D, D8, D84, E, E5, E59, E7
Monetary Policy and Racial Inequality in Housing Markets: A Study of 140 US Metropolitan Areas Staff Working Paper 2023-62 Qi Li, Xu Zhang We find that minority households see greater declines in housing returns and entries into homeownership than White households after a tightening of monetary policy. Our findings emphasize the unintended consequences of monetary policy on racial inequality in the housing market. Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Housing, Monetary policy JEL Code(s): E, E4, E40, E5, E52, R, R0, R00
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