'Lean' versus 'Rich' Data Sets: Forecasting during the Great Moderation and the Great Recession Staff Working Paper 2010-37 Marco J. Lombardi, Philipp Maier We evaluate forecasts for the euro area in data-rich and ‘data-lean' environments by comparing three different approaches: a simple PMI model based on Purchasing Managers' Indices (PMIs), a dynamic factor model with euro area data, and a dynamic factor model with data from the euro plus data from national economies (pseudo-real time data). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
Addressing Household Indebtedness: Monetary, Fiscal or Macroprudential Policy? Staff Working Paper 2014-58 Sami Alpanda, Sarah Zubairy In this paper, we build a dynamic stochastic general-equilibrium model with housing and household debt, and compare the effectiveness of monetary policy, housing-related fiscal policy, and macroprudential regulations in reducing household indebtedness. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial system regulation and policies, Housing, Monetary policy transmission JEL Code(s): E, E5, E52, E6, E62, R, R3, R38
Estimating the Appropriate Quantity of Settlement Balances in a Floor System Staff Discussion Paper 2023-26 Narayan Bulusu, Matthew McNeely, Kaetlynd McRae, Jonathan Witmer This paper presents two complementary approaches to estimating the appropriate quantity of settlement balances needed to effectively operate monetary policy under a floor system in Canada. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Monetary policy implementation, Payment clearing and settlement systems JEL Code(s): E, E4, E41, E42, E5, E52, E58, G, G2, G21, G28
November 11, 2009 Declining Inflation Persistence in Canada: Causes and Consequences Bank of Canada Review - Winter 2009-2010 Rhys R. Mendes, Stephen Murchison The persistence of both core and total consumer price index inflation in Canada has declined significantly since the 1980s. In addition to providing up-to-date estimates of inflation persistence, this article examines possible reasons for the decline suggested in the literature. The role played by monetary policy, through its effect on price- and wage-setting behaviour, is distinguished from possible changes to the structure of the economy that are independent of monetary policy. The authors also discuss the implications for monetary policy of low structural persistence in inflation, including the choice of an inflation-targeting regime versus a price-level-targeting regime. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Monetary policy framework
Linking Real Activity and Financial Markets: The Bonds, Equity, and Money (BEAM) Model Staff Working Paper 2006-42 Céline Gauthier, Fuchun Li The authors estimate a small monthly macroeconometric model (BEAM, for bonds, equity, and money) of the Canadian economy built around three cointegrating relationships linking financial and real variables over the 1975–2002 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability JEL Code(s): C, C5, E, E4
Firm Dynamics and Multifactor Productivity: An Empirical Exploration Staff Working Paper 2018-15 Pierre St-Amant, David Tessier There are indications that business dynamism has declined in advanced economies. In particular, firm entry and exit rates have fallen, suggesting that the creative destruction process has lost some of its vitality. Meanwhile, productivity growth has slowed. Some believe that lower entry and exit rates partly explain the weaker productivity growth. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Productivity JEL Code(s): D, D2, D24, M, M1, M13, O, O4, O47
Has the Inflation Process Changed? Selective Review of Recent Research on Inflation Dynamics Staff Discussion Paper 2020-11 Oleksiy Kryvtsov, James (Jim) C. MacGee From 2011 to 2019, inflation in Canada and advanced economies usually registered below inflation targets, spurring the debate on whether the inflation process has changed. This paper highlights emerging questions that will influence the conduct of monetary policy in Canada in the near term. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Inflation and prices, Monetary policy JEL Code(s): E, E3, E31, E5, E52
Extreme Downside Risk in Asset Returns Staff Working Paper 2019-46 Lerby Ergun Financial markets can experience sudden and extreme downward movements. Investors are highly concerned about the performance of their assets in such scenarios. Some assets perform badly in a downturn in the market; others have milder reactions. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): C, C1, C14, G, G1, G11, G12
Evaluating the portfolio balance effects of the Government of Canada Bond Purchase Program on the Canadian yield curve Staff Analytical Note 2024-22 Antonio Diez de los Rios The Bank of Canada’s Government of Canada Bond Purchase Program, launched in response to the COVID-19 pandemic, lowered the weighted average maturity of the Government of Canada’s debt by approximately 1.4 years. This in turn reduced Canadian 10-year and 5-year zero-coupon yields by 84 and 52 basis points, respectively. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Central bank research, Coronavirus disease (COVID-19), Interest rates, Monetary policy JEL Code(s): E, E4, E43, E5, E52, G, G1, G12, H, H6, H63
International Spillovers of Large-Scale Asset Purchases Staff Working Paper 2015-2 Sami Alpanda, Serdar Kabaca This paper evaluates the international spillover effects of large-scale asset purchases (LSAPs) using a two-country dynamic stochastic general-equilibrium model with nominal and real rigidities, and portfolio balance effects. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, International topics, Monetary policy transmission JEL Code(s): E, E5, E52, F, F4, F41