Are Long-Horizon Expectations (De-)Stabilizing? Theory and Experiments Staff Working Paper 2019-27 George Evans, Cars Hommes, Isabelle Salle, Bruce McGough Most models in finance assume that agents make trading plans over the infinite future. We consider instead that they are boundedly rational and may only form forecasts over a limited horizon. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Central bank research, Economic models, Financial markets JEL Code(s): C, C9, C92, D, D8, D84, E
International Financial Crises and Flexible Exchange Rates: Some Policy Lessons from Canada Technical Report No. 88 John Murray, Mark Zelmer, Zahir Antia This paper examines the behaviour of the Canadian dollar from 1997 to 1999 to see if there is any evidence of excess volatility or significant overshooting. A small econometric model of the exchange rate, based on market fundamentals, is presented and used to make tentative judgments about the extent to which the currency might have been systematically over- or undervalued. Content Type(s): Staff research, Technical reports Research Topic(s): Exchange rate regimes, Exchange rates JEL Code(s): F, F3, F31
Differentiable, Filter Free Bayesian Estimation of DSGE Models Using Mixture Density Networks Staff Working Paper 2025-3 Chris Naubert I develop a method for Bayesian estimation of globally solved, non-linear macroeconomic models. The method uses a mixture density network to approximate the initial state distribution. The mixture density network results in more reliable posterior inference compared with the case when the initial states are set to their steady-state values. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): C, C6, C61, C63, E, E3, E37, E4, E47
Technology Shocks, Labour Mobility and Aggregate Fluctuations Staff Working Paper 2014-4 Daniela Hauser We provide evidence regarding the dynamic behaviour of net labour flows across U.S. states in response to a positive technology shock. Technology shocks are identified as disturbances that increase relative state productivity in the long run for 226 state pairs, encompassing 80 per cent of labour flows across U.S. states in the 1976 - 2008 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Labour markets JEL Code(s): E, E2, E24, E3, E32, J, J6, J61
Monetary Commitment and the Level of Public Debt Staff Working Paper 2016-3 Stefano Gnocchi, Luisa Lambertini We analyze the interaction between committed monetary policy and discretionary fiscal policy in a model with public debt, endogenous government expenditures, distortive taxation and nominal rigidities. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Fiscal policy, Inflation targets, Monetary policy framework JEL Code(s): E, E2, E24, E3, E32, E5, E52
Global Demand and Supply Sentiment: Evidence from Earnings Calls Staff Working Paper 2023-37 Temel Taskin, Franz Ulrich Ruch This paper quantifies global demand, supply and uncertainty shocks and compares two major global recessions: the 2008–09 Great Recession and the COVID-19 pandemic. We use two alternate approaches to decompose economic shocks: text mining techniques on earnings calls transcripts and a structural Bayesian vector autoregression model. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Coronavirus disease (COVID-19), Econometric and statistical methods, Inflation and prices, International topics JEL Code(s): C, C1, C11, C3, C32, E, E3, E32, G, G1, G10
A Structural Small Open-Economy Model for Canada Staff Working Paper 2004-4 Stephen Murchison, Andrew Rennison, Zhenhua Zhu The authors develop a small open-economy dynamic stochastic general-equilibrium (DSGE) model in an attempt to understand the dynamic relationships in Canadian macroeconomic data. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Inflation and prices JEL Code(s): E, E2, E3, E5, E52
Quantile VARs and Macroeconomic Risk Forecasting Staff Working Paper 2025-4 Stéphane Surprenant This paper provides an extensive evaluation of the performance of quantile vector autoregression (QVAR) to forecast macroeconomic risk. Generally, QVAR outperforms standard benchmark models. Moreover, QVAR and QVAR augmented with factors perform equally well. Both are adequate for modeling macroeconomic risks. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): C, C5, C53, C55, E, E3, E37
ToTEM II: An Updated Version of the Bank of Canada’s Quarterly Projection Model Technical Report No. 100 José Dorich, Michael K. Johnston, Rhys R. Mendes, Stephen Murchison, Yang Zhang This report provides a detailed technical description of an updated version of the Terms-of-Trade Economic Model (ToTEM II), which replaced ToTEM (Murchison and Rennison 2006) in June 2011 as the Bank of Canada’s quarterly projection model for Canada. Content Type(s): Staff research, Technical reports Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E1, E17, E2, E20, E3, E30, E4, E40, E5, E50, F, F4, F41
Digitalization: Productivity Staff Discussion Paper 2023-17 Jeffrey Mollins, Temel Taskin We examine the relationship between digitalization and productivity, the factors that influence this relationship, and how digitalization’s effect on productivity could change firm behaviour. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Digitalization, Productivity JEL Code(s): E, E2, L, L1, L11, O, O4, O47, O5, O51