Calculating Effective Degrees of Freedom for Forecast Combinations and Ensemble Models Staff discussion paper 2022-19 James Younker This paper derives a calculation for the effective degrees of freedom of a forecast combination under a set of general conditions for linear models. Computing effective degrees of freedom shows that the complexity cost of a forecast combination is driven by the parameters in the weighting scheme and the weighted average of parameters in the auxiliary models. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C0, C01, C02, C1, C13, C5, C50, C51, C52, C53 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
May 16, 2013 Modelling the Asset-Allocation and Liability Strategy for Canada’s Foreign Exchange Reserves Bank of Canada Review - Spring 2013 Francisco Rivadeneyra, Jianjian Jin, Narayan Bulusu, Lukasz Pomorski The Bank of Canada recently developed an asset-liability-matching model to aid in the management of Canada’s foreign exchange reserves. The model allows policy-makers at the Bank and the Department of Finance to analyze asset-allocation and funding-mix decisions by quantifying both the risk-return and liquidity trade-offs for the assets, as well as the risk-cost trade-offs of the funding liabilities. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): F, F3, F31, G, G1, G11, G18
Segmented Inflation Dynamics (SID): Identifying Trend Inflation from the Price Index Staff analytical paper 2026-43 André Binette, Colleen Smith This note presents Segmented Inflation Dynamics (SID), a data-driven tool for assessing trend inflation. SID uses time-series segmentation to divide the price index into contiguous segments with stable inflation rates. Based on data through December 2025, SID indicates that Canada’s trend inflation has been near 2 percent since early 2024. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C2, C22, E, E3, E31, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures
Customer Liquidity Provision in Canadian Bond Markets Staff analytical note 2018-12 Corey Garriott, Jesse Johal This analytical note assesses the prevalence of liquidity provision by institutional investors in Canadian bonds. We find that the practice is not prevalent in Canada. Customer liquidity provision is more prevalent for less liquid bonds, on days when liquidity is already expensive or when there are larger trading volumes. In our interpretation, Canadian dealers draw on customer liquidity as a supplementary source of liquidity and only when necessary, given its cost. Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G1, G14, G2, G20, L, L1 Research Theme(s): Financial markets and funds management, Market functioning, Market structure
A Review of the Bank of Canada’s Support of Key Financial Markets During the COVID-19 Crisis Staff discussion paper 2023-9 Joshua Fernandes, Michael Mueller The COVID-19 pandemic placed unprecedented strain on the global financial system. We describe how the Bank of Canada responded to the rapidly deteriorating liquidity in core Canadian fixed-income markets. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E44, E5, E58, G, G0, G01 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Monetary policy, Monetary policy tools and implementation
March 6, 2010 By All Accounts By All Accounts is the fifth and final book in the Bank's souvenir history series. This volume presents a portrait of the Bank from the perspective of outside observers, showing how Canadians have perceived the performance of their central bank over the decades through the eyes of those who monitor its work on the public's behalf. Content Type(s): Publications, Books and monographs, Souvenir books
November 14, 2000 Conference Summary: Money, Monetary Policy, and Transmission Mechanisms Bank of Canada Review - Autumn 2000 Kevin Clinton, Walter Engert This article summarizes the proceedings of a conference hosted by the Bank of Canada in November 1999. Three major themes emerged at the conference. The first concerned uncertainty about the transmission mechanism by which monetary policy affects output and inflation. The second concerned the potential usefulness of monetary aggregates in guiding the economy along a stable non-inflationary growth path. The third was the recent developments in dynamic monetary general-equilibrium models. The work presented suggests that a wide range of models is useful for understanding the various paths by which monetary policy actions might influence the economy. Content Type(s): Publications, Bank of Canada Review articles
Clearing and Settlement Systems from Around the World: A Qualitative Analysis Staff discussion paper 2016-14 Michael Tompkins, Ariel Olivares As Canada continues to engage in a dialogue to develop the approach to modernizing its core payment systems, we analyze the core payment systems that exist in countries around the world. We study payment systems in 27 jurisdictions, encompassing a broad range of geographic regions, through three levels of analysis. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E42, L, L1, L14, L15, L5, L52 Research Theme(s): Financial markets and funds management, Market structure, Money and payments, Payment and financial market infrastructures
March 28, 2014 Annual Report 2013 2013 proved to be a challenging year for the Bank of Canada. Inflation continued to drift below target, and the economy failed to move onto a more sustainable track. The 2013 Annual Report highlights key achievements over the year, describes the Bank’s corporate governance, and presents the financial statements in conjunction with Management’s Discussion and Analysis. Content Type(s): Publications, Annual Report
August 26, 2008 Work in Progress: The Bank of Canada's Response to the Financial Turbulence Remarks David Longworth Canadian Association for Business Economics Kingston, Ontario The financial turbulence over the past year has been costly and difficult for many individuals and financial institutions; it's been challenging for policy-makers; and it's had implications for the overall economy. Content Type(s): Press, Speeches and appearances, Remarks