Combining Canadian Interest-Rate Forecasts Staff Working Paper 2008-34 David Bolder, Yuliya Romanyuk Model risk is a constant danger for financial economists using interest-rate forecasts for the purposes of monetary policy analysis, portfolio allocations, or risk-management decisions. Use of multiple models does not necessarily solve the problem as it greatly increases the work required and still leaves the question "which model forecast should one use?" Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C11, E, E4, E43, E47
Large-Scale Asset Purchases: Impact on Commodity Prices and International Spillover Effects Staff Working Paper 2015-21 Sharon Kozicki, Lena Suchanek, Eric Santor Prices of commodities, including metals, energy and agricultural products, rose markedly over the 2009–2010 period. Some observers have attributed a significant part of this increase in commodity prices to the U.S. Federal Reserve’s large-scale asset purchase (LSAP) programs. Content Type(s): Staff working papers Research Topic(s): International topics JEL Code(s): E, E5, E58, G, G1, G14, Q, Q0, Q00
The Bank of Canada's New Quarterly Projection Model, Part 4. A Semi-Structural Method to Estimate Potential Output: Combining Economic Theory with a Time-Series Filter Technical Report No. 77 Leo Butler The level of potential output plays a central role in the Bank of Canada's new Quarterly Projection Model (QPM). This report, the fourth in a series documenting QPM, describes a general method to measure potential output, as well as its implementation in the QPM system. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models JEL Code(s): C, C5, C51, E, E2, E23
Uncertainty and Monetary Policy Experimentation: Empirical Challenges and Insights from Academic Literature Staff Discussion Paper 2022-9 Matteo Cacciatore, Dmitry Matveev, Rodrigo Sekkel Central banks face considerable uncertainty when conducting monetary policy. The COVID-19 pandemic brought this issue back to the forefront of policy discussions. We draw from academic literature to review key sources of uncertainty and how they affect the conduct of monetary policy. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Monetary policy and uncertainty, Potential output JEL Code(s): E, E3, E5
A Dynamic Factor Model for Nowcasting Canadian GDP Growth Staff Working Paper 2017-2 Tony Chernis, Rodrigo Sekkel This paper estimates a dynamic factor model (DFM) for nowcasting Canadian gross domestic product. The model is estimated with a mix of soft and hard indicators, and it features a high share of international data. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, C38, C5, C53, E, E3, E37
Probing Potential Output: Monetary Policy, Credibility, and Optimal Learning under Uncertainty Staff Working Paper 2000-10 James Yetman The effective conduct of monetary policy is complicated by uncertainty about the level of potential output, and thus about the size of the monetary policy response that would be sufficient to achieve the targeted inflation rate. One possible response to such uncertainty is for the monetary authority to "probe," interpreted here as actively using its policy response to learn about the level of potential output. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Monetary policy and uncertainty, Potential output JEL Code(s): E, E5, E52, E58
Forecasting and Analyzing World Commodity Prices Staff Working Paper 2003-24 René Lalonde, Zhenhua Zhu, Frédérick Demers The authors develop simple econometric models to analyze and forecast two components of the Bank of Canada commodity price index: the Bank of Canada non-energy (BCNE) commodity prices and the West Texas Intermediate crude oil price. They present different methodologies to identify transitory and permanent components of movements in these prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5
On the Nexus of Monetary Policy and Financial Stability: Recent Developments and Research Staff Discussion Paper 2015-7 Oleksiy Kryvtsov, Miguel Molico, Ben Tomlin Because financial and macroeconomic conditions are tightly interconnected, financial stability considerations are an important element of any monetary policy framework. Yet, the circumstances under which it would be appropriate for the Bank to use monetary policy to lean against financial risks need to be more fully specified (Côté 2014). Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial stability, Monetary policy framework JEL Code(s): E, E0, E4, E44, E5, E52, E58, G, G1, G18
What Matters in Determining Capital Surcharges for Systemically Important Financial Institutions? Staff Discussion Paper 2011-9 Céline Gauthier, Toni Gravelle, Xuezhi Liu, Moez Souissi One way of internalizing the externalities that each individual bank imposes on the rest of the financial system is to impose capital surcharges on them in line with their systemic importance. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial system regulation and policies JEL Code(s): C, C1, C15, C8, C81, E, E4, E44, G, G0, G01, G2, G21
High-Frequency Real Economic Activity Indicator for Canada Staff Working Paper 2013-42 Gitanjali Kumar I construct a weekly measure of real economic activity in Canada. Based on the work of Aruoba et al. (2009), the indicator is extracted as an unobserved component underlying the co-movement of four monthly observed real macroeconomic variables - employment, manufacturing sales, retail sales and GDP. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C38, E, E3, E32