Evaluating Factor Models: An Application to Forecasting Inflation in Canada Staff Working Paper 2001-18 Marc-André Gosselin, Greg Tkacz This paper evaluates the forecasting performance of factor models for Canadian inflation. This type of model was introduced and examined by Stock and Watson (1999a), who have shown that it is quite promising for forecasting U.S. inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C3, C32, E, E3, E37
Assessing the Impact of the Bank of Canada’s Government Bond Purchases Staff Discussion Paper 2024-5 Chinara Azizova, Jonathan Witmer, Xu Zhang In March 2020, the Bank of Canada implemented the Government of Canada Bond Purchase Program, eventually purchasing approximately $340 billion of government bonds. In this paper, we analyze the impact of this program on financial market prices and yields as well as on GDP and inflation. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Inflation and prices, Monetary policy, Monetary policy transmission JEL Code(s): E, E5, E52, E58, G, G2, G21, G28
February 16, 2023 No two ways about it: Why the Bank is committed to getting back to 2% Remarks Paul Beaudry Alberta School of Business Edmonton, Alberta Deputy Governor Paul Beaudry discusses the benefits of being near the Bank’s 2% inflation target and the dangers of straying from it for too long. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Exchange rates, Inflation targets
Inventories in ToTEM Staff Discussion Paper 2010-9 Oleksiy Kryvtsov, Yang Zhang ToTEM – the Bank of Canada’s principal projection and policy-analysis model for the Canadian economy – is extended to include inventories. In the model, firms accumulate inventories of finished goods for their role in facilitating the demand for goods. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E3, E31, E32
Financial Crisis Resolution Staff Working Paper 2012-42 Josef Schroth This paper studies a dynamic version of the Holmstrom-Tirole model of intermediated finance. I show that competitive equilibria are not constrained efficient when the economy experiences a financial crisis. A pecuniary externality entails that banks’ desire to accumulate capital over time aggravates the scarcity of informed capital during the financial crisis. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial system regulation and policies JEL Code(s): D, D5, D53, E, E6, E60, G, G0, G01, G1, G10, G18
October 18, 2005 What Drives Movements in Exchange Rates? Bank of Canada Review - Autumn 2005 Jeannine Bailliu, Michael R. King Understanding what causes the exchange rate to move has been on ongoing challenge for economists. Despite extensive research, traditional macro models of exchange rate determination—with the exception of the Bank of Canada's exchange rate equation—have typically not fared well, motivating economists to explore new ways to model exchange rate movements that incorporate more complex and realistic settings. Within the context of the sharp appreciation of the Canadian dollar in 2003 and 2004, Bailliu and King review the macroeconomic models of exchange rates, as well as the micro-structure studies that highlight the importance of trading mechanisms, information asymmetry, and investor heterogeneity for explaining short-term dynamics in exchange rates. In addition to summarizing the current state of knowledge, they highlight recent advances and identify promising alternative approaches. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Economic models, Exchange rates, Financial markets
Risk and State-Dependent Financial Frictions Staff Working Paper 2022-37 Martin Harding, Rafael Wouters Using a nonlinear New Keynesian model with a financial accelerator, we show that financial frictions generate large state-dependent amplification effects. Shocks propagate more strongly in periods of financial stress. We propose an endogenous regime-switching DSGE framework for efficient estimation and improved model fit. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Credit and credit aggregates, Financial stability, Monetary policy JEL Code(s): E, E5, E52, E58
November 11, 2008 The Role of Dealers in Providing Interday Liquidity in the Canadian-Dollar Market Bank of Canada Review - Winter 2008-2009 Chris D'Souza Access to information about the future direction of the exchange rate can be extremely valuable in the foreign exchange market. Evidence presented in this article suggests that Canadian dealers are more likely to provide interday liquidity to foreign, rather than Canadian, financial customers, since foreign financial flows can be more informative about future movements in the exchange rate. The author reveals a statistical relationship between the supply of liquidity provided by non-financial firms and that provided by dealing institutions across time, and across markets, and suggests that the relationship between the positions of commercial clients and market-makers, and the role played by dealers in interday liquidity provision, has been understated in the market microstructure literature. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Exchange rates, Financial institutions, Financial markets, Market structure and pricing
Are Currency Crises Low-State Equilibria? An Empirical, Three-Interest-Rate Model Staff Working Paper 2006-5 Christopher Cornell, Raphael Solomon Suppose that the dynamics of the macroeconomy were given by (partly) random fluctuations between two equilibria: "good" and "bad." Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy and uncertainty JEL Code(s): C, C6, C62, E, E5, E59, F, F4, F41
Is anyone surprised? The high-frequency impact of US and domestic macroeconomic data announcements on Canadian asset prices Staff Analytical Note 2025-10 Blake DeBruin Martos, Rodrigo Sekkel, Henry Stern, Xu Zhang Using almost two decades of detailed high-frequency data, we show how Canadian interest rates, the CAD/USD spot exchange rate, and stock market returns react to both US and domestic macro announcements. We find that Canadian macroeconomic announcements invoke greater responses in short-term yields, whereas US macroeconomic announcements play an increasingly important role in the yield movements of longer-term assets. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Exchange rates, Financial markets JEL Code(s): G, G1, G14, G15