Short-Term Forecasting of the Japanese Economy Using Factor Models Staff Working Paper 2012-7 Claudia Godbout, Marco J. Lombardi While the usefulness of factor models has been acknowledged over recent years, little attention has been devoted to the forecasting power of these models for the Japanese economy. In this paper, we aim at assessing the relative performance of factor models over different samples, including the recent financial crisis. 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
Electronic Transactions as High-Frequency Indicators of Economic Activity Staff Working Paper 2007-58 John Galbraith, Greg Tkacz Since the advent of standard national accounts data over 60 years ago, economists have traditionally relied on monthly or quarterly data supplied by central statistical agencies for macroeconomic modelling and forecasting. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): E, E1, E17, E2, E27, E6, E66
February 25, 2020 Contingency planning for a central bank digital currency This background note explains the Bank’s official position on CBDC. It outlines the public policy, design, technology and risk management issues the Bank is considering as it builds its capacity to issue a CBDC in case it is needed in the future. Content Type(s): Background materials Research Topic(s): Digital currencies and fintech
Why Does Private Consumption Rise After a Government Spending Shock? Staff Working Paper 2003-43 Hafedh Bouakez, Nooman Rebei Recent empirical evidence suggests that private consumption is crowded-in by government spending. This outcome violates existing macroeconomic theory, according to which the negative wealth effect brought about by a rise in public expenditure should decrease consumption. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Fiscal policy JEL Code(s): E, E3, E32, E6, E62
On the Nexus of Monetary Policy and Financial Stability: Is the Financial System More Resilient? Staff Discussion Paper 2016-12 Patricia Palhau Mora, Michael Januska Monetary policy and financial stability are closely intertwined, and the resilience of the financial system carries weight in this relationship. This paper explores whether the financial system is more resilient as a result of the G20’s post-crisis agenda for financial regulatory reform. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial stability, Financial system regulation and policies, Monetary policy framework JEL Code(s): E, E5, E52, G, G0, G01, G2, G21, G23, G28
March 22, 2018 Financial Stability: Taking Care of Unfinished Business Remarks Carolyn A. Wilkins Rotman School of Management conference Toronto, Ontario Senior Deputy Governor Carolyn A. Wilkins discusses three areas in which work remains to be done to improve financial stability. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Credit and credit aggregates, Digital currencies and fintech, Financial stability, Financial system regulation and policies, Monetary policy framework, Recent economic and financial developments
Real Time Detection of Structural Breaks in GARCH Models Staff Working Paper 2009-31 Zhongfang He, John M. Maheu A sequential Monte Carlo method for estimating GARCH models subject to an unknown number of structural breaks is proposed. Particle filtering techniques allow for fast and efficient updates of posterior quantities and forecasts in real time. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C11, C15, C2, C22, C5, C53
Credit Conditions and Consumption, House Prices and Debt: What Makes Canada Different? Staff Working Paper 2015-40 John Muellbauer, Pierre St-Amant, David Williams There is widespread agreement that, in the United States, higher house prices raise consumption via collateral or possibly wealth effects. The presence of similar channels in Canada would have important implications for monetary policy transmission. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Domestic demand and components, Economic models, Financial institutions, Financial stability, Financial system regulation and policies, Housing, Monetary policy transmission JEL Code(s): E, E0, E02, E2, E21, E4, E44, G, G2, G21, R, R2, R21, R3, R31
COVID-19 and Financial Stability: Practice Ahead of Theory Staff Discussion Paper 2022-18 Jing Yang, Hélène Desgagnés, Grzegorz Halaj, Yaz Terajima The COVID-19 pandemic uncovered policy challenges related to the economic measures that were taken to support the economy. Two years later, we attempt to identify the broader impact of these measures and research that needs to follow. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Coronavirus disease (COVID-19), Financial stability, Financial system regulation and policies JEL Code(s): E, E5, E58, E6, E61, G, G2, G21, H, H3, H8, H84
November 13, 2015 Innovation, Central-Bank Style Remarks Carolyn A. Wilkins Rotman School of Management and Munk School of Global Affairs Toronto, Ontario Senior Deputy Governor Wilkins discusses how the Bank is tackling the most important strategic challenges facing central banks today and how innovative thinking is critical to its success. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Credibility, Economic models, Exchange rate regimes, Inflation targets, Monetary policy framework