United in Booms, Divided in Busts: Regional House Price Cycles and Monetary Policy Staff working paper 2025-36 Ulrich Roschitsch, Hannes Twieling This paper shows that regional disparities in house price growth are more pronounced during house price busts than during booms. To explain this observation we construct a two-region currency union model incorporating a housing sector and extrapolative belief updating regarding house prices. To solve the model, we propose a new method that efficiently handles extrapolative belief updating in a wide class of structural models. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, E5, E52, F, F4, F45 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
March 24, 2016 Annual Report 2015 The Annual Report provides an account of the Bank’s management, activities and achievements in 2015; it includes the financial statements and a message from Governor Stephen S. Poloz. Content Type(s): Publications, Annual Report
October 22, 2003 Monetary Policy Report – October 2003 In the April Monetary Policy Report, the Bank noted that inflation was well above its 2 per cent target and that short-term inflation expectations had edged up. Content Type(s): Publications, Monetary Policy Report
May 9, 1996 The role of inventory management in Canadian economic fluctuations Bank of Canada Review - Spring 1996 Hung-Hay Lau Swings in inventory investment have traditionally played a major role in Canadian business cycles. However, advances in inventory-control techniques and the reduced uncertainty associated with lower inflation have enabled firms to manage their inventories much more tightly and effectively. This article examines recent developments in the management of non-farm business inventories in Canada at both the aggregate and the sectoral level and looks at implications for the role of inventories as a source of economic fluctuation. Content Type(s): Publications, Bank of Canada Review articles
Monte Carlo Likelihood-Ratio Tests for Markov Switching Models Staff working paper 2026-23 Gabriel Rodriguez Rondon, Jean-Marie Dufour This paper develops Monte Carlo likelihood-ratio tests for determining the number of regimes in Markov switching models. Unlike most existing procedures, which focus on testing one versus two regimes, the proposed methods allow testing an arbitrary number of regimes. They are valid in finite samples, robust to identification problems, and applicable to nonstationary, multivariate, and Markov switching GARCH models. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C12, C15, C2, C22, C3, C32, C4, C46, C5, C52, E, E3, E32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
Nonparametric Identification of Incomplete Information Discrete Games with Non-equilibrium Behaviors Staff working paper 2022-22 Erhao Xie This paper jointly relaxes two assumptions in the literature that estimates games. These two assumptions are the parametric restriction on the model primitives and the restriction of equilibrium behaviors. Without imposing the above two assumptions, this paper identifies the primitives of the game. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C57 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models
Trading for Bailouts Staff working paper 2020-23 Toni Ahnert, Caio Machado, Ana Elisa Pereira In times of high uncertainty, governments often implement interventions such as bailouts to financial institutions. To use public resources efficiently and to avoid major spillovers to the rest of the economy, policy-makers try to identify which institutions should receive assistance. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D83, G, G1, G12, G14, G18 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Financial system regulation and oversight
Survey of Indigenous Firms: A Snapshot of Wages, Prices and Financing in the Indigenous Business Sector in Canada Staff discussion paper 2024-4 Calista Cheung, James Fudurich, Janki Shah, Farrukh Suvankulov What sources of financing do Indigenous-owned businesses in Canada use, and what are their expectations about prices, wages and inflation? We find Indigenous-owned firms are significantly less reliant on financial institutions as sources of financing compared with non-Indigenous firms. We also find Indigenous-owned firms have higher inflation expectations and weaker wage-growth expectations. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C8, C83, D, D0, G, G3, G38, J, J1, J15 Research Theme(s): Financial system, Household and business credit, Monetary policy, Inflation dynamics and pressures, Structural challenges, Demographics and labour supply
The Effects of Government Licensing on E-commerce: Evidence from Alibaba Staff working paper 2021-32 Ginger Zhe Jin, Zhentong Lu, Xiaolu Zhou, Chunxiao Li How does government licensing affect selling on online platforms? We examine the impact of China’s 2015 Food Safety Law on sellers and buyers on Alibaba, the largest e-commerce platform in that country. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, K, K2, K23, L, L5, L8, L81 Research Theme(s): Financial markets and funds management, Market functioning, Market structure
June 9, 2016 Financial System Review - June 2016 The Financial System Review concludes that the overall level of risk to Canada’s financial system is largely unchanged from six months ago. While household vulnerabilities have moved higher, the ongoing economic recovery in Canada means that the overall risk remains the same. The Bank highlights three vulnerabilities in the financial system: the elevated level of household indebtedness, imbalances in some regional housing markets and the fragility of liquidity in fixed-income markets. Content Type(s): Publications, Financial Stability Report