Evaluating Forecasts from Factor Models for Canadian GDP Growth and Core Inflation Staff Working Paper 2007-8 Frédérick Demers, Calista Cheung This paper evaluates the performance of static and dynamic factor models for forecasting Canadian real output growth and core inflation on a quarterly basis. We extract the common component from a large number of macroeconomic indicators, and use the estimates to compute out-of-sample forecasts under a recursive and a rolling scheme with different window sizes. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37
The Paul Storer Memorial Lecture—Cross-Border Trade Integration and Monetary Policy Staff Discussion Paper 2016-20 Stephen S. Poloz In this paper we explore the nexus between cross-border trade integration and monetary policy. We first review the evidence that trade liberalization has increased the degree of integration in North America and conclude that, while robust structural inferences remain elusive, there is sufficient supporting evidence for central banks to treat the issue seriously. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Monetary policy, Trade integration JEL Code(s): E, E3, E37, E5, F, F1, F4, F41, F6
Can Capital Deepening Explain the Global Decline in Labor’s Share? Staff Working Paper 2019-3 Andrew Glover, Jacob Short We estimate an aggregate elasticity of substitution between capital and labor near or below one, which implies that capital deepening cannot explain the global decline in labor's share. Our methodology derives from transition paths in the neo-classical growth model. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, International topics, Labour markets JEL Code(s): E, E1, E13, E2, E22, E25, J, J3
Forecasting Canadian Time Series with the New Keynesian Model Staff Working Paper 2006-4 Ali Dib, Mohamed Gammoudi, Kevin Moran The authors document the out-of-sample forecasting accuracy of the New Keynesian model for Canada. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Economic models JEL Code(s): C, C1, C12, E, E3, E32, E37
Natural disasters and inflation in Canada Staff Analytical Note 2025-8 Thibaut Duprey, Victoria Fernandes How do storms, floods and wildfires affect consumer prices? In the short term, natural disasters can significantly increase volatility in Canada-wide inflation. Over the long term, natural disasters influence inflation in shelter prices, especially when provincial output is already weak relative to trend. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Climate change, Inflation and prices JEL Code(s): E, E3, E31, Q, Q5, Q54
A New Measure of Monetary Policy Shocks Staff Working Paper 2021-29 Xu Zhang Combining various high frequency financial data with central bank projections, I construct a new measure of monetary policy shocks not predictable by the public information preceding a central bank’s announcements. I then study the causal effects of monetary policy on the macro economy. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Interest rates, Monetary policy JEL Code(s): E, E5, G, G0
Household Stockholding Behavior During the Great Financial Crisis Staff Working Paper 2015-15 Jie Zhou Using the Panel Study of Income Dynamics, this paper studies household stock market participation and trading behavior in 2007–09, a period that saw a major stock market downswing. The stock market participation rate fell after the market crash. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets JEL Code(s): G, G0, G01, G1, G11
May 13, 2014 The Canadian Dollar as a Reserve Currency Bank of Canada Review - Spring 2014 Lukasz Pomorski, Francisco Rivadeneyra, Eric Wolfe This article provides an overview of the growth of Canadian-dollar-denominated assets in official foreign reserves. Based on International Monetary Fund data and on internal Bank of Canada analysis, we estimate that the total reserve holdings of Canadian-dollar assets increased from negligible levels before 2008 to around US$200 billion in the third quarter of 2013. We discuss the determinants of this increase, as well as its potential impact on Canadian debt markets, for example, lower yields and therefore reduced financing costs for the Government of Canada, and the possible negative impact on market liquidity. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Central bank research, Foreign reserves management, Recent economic and financial developments JEL Code(s): E, E5, E58, F, F3, F31, G, G1, G12
Estimating the Fractional Order of Integration of Interest Rates Using a Wavelet OLS Estimator Staff Working Paper 2000-5 Greg Tkacz The debate on the order of integration of interest rates has long focused on the I(1) versus I(0) distinction. In this paper, we use instead the wavelet OLS estimator of Jensen (1999) to estimate the fractional integration parameters of several interest rates for the United States and Canada from 1948 to 1999. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C13, E, E4, E43
Interpreting Volatility Shocks as Preference Shocks Staff Working Paper 2016-45 Shaofeng Xu This paper examines the relationship between volatility shocks and preference shocks in an analytically tractable endogenous growth model with recursive preferences and stochastic volatility. I show that there exists an explicit mapping between volatility shocks and preference shocks, and a rise in volatility generates the same impulse responses of macroeconomic aggregates as a negative preference shock. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E2, E3