A Distant-Early-Warning Model of Inflation Based on M1 Disequilibria Staff Working Paper 1996-5 Joseph Atta-Mensah, Walter Engert, Scott Hendry, Jamie Armour A vector error-correction model (VECM) that forecasts inflation between the current quarter and eight quarters ahead is found to provide significant leading information about inflation. The model focusses on the effects of deviations of M1 from its long-run demand but also includes, among other things, the influence of the exchange rate, a simple measure of the output gap and past prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary aggregates, Monetary policy transmission JEL Code(s): E, E3, E37, E5, E52
August 19, 2010 Should Monetary Policy Be Used to Counteract Financial Imbalances? Bank of Canada Review - Summer 2010 Jean Boivin, Césaire Meh, Timothy Lane The authors examine whether monetary policy should and could do more to lean against financial imbalances (such as those associated with asset-price bubbles or unsustainable credit expansion) as they are building up, or whether its role should be limited to cleaning up the economic consequences as the imbalances unwind. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial system regulation and policies, Monetary policy framework
The Evolution of the Chinese Housing Market and Its Impact on Base Metal Prices Staff Discussion Paper 2016-7 Mark Kruger, Kun Mo, Benjamin Sawatzky The Chinese housing market has grown rapidly following its liberalization in the 1990s, generating significant economic activity and demand for base metals. In this paper, we discuss the evolution of the Chinese housing market and quantify its importance for the overall Chinese economy and its linkages to base metal prices. Content Type(s): Staff research, Staff discussion papers Research Topic(s): International topics JEL Code(s): Q, Q3, Q31, R, R3, R31
Blockchain-Based Settlement for Asset Trading Staff Working Paper 2018-45 Jonathan Chiu, Thorsten Koeppl Can securities be settled on a blockchain and, if so, what are the gains relative to existing settlement systems? We consider a blockchain that ensures delivery versus payment by linking transfers of assets with payments and operates using a proof-of-work protocol. The main benefit of a blockchain is faster and more flexible settlement, whereas the challenge is to avoid settlement fails when participants fork the chain to get rid of trading losses. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Economic models, Financial markets, Payment clearing and settlement systems JEL Code(s): G, G2, H, H4, P, P4, P43
August 24, 2004 The Efficiency of Canadian Capital Markets: Some Bank of Canada Research Bank of Canada Review - Summer 2004 Scott Hendry, Michael R. King Capital markets and their related financial instruments make an important contribution to the welfare of Canadians. The Bank of Canada is interested in the efficient functioning of capital markets through each of its responsibilities for monetary policy, the financial system, and funds management. Hendry and King highlight the key findings of Bank research published over the past year that addresses capital market efficiency and summarize lessons that have been learned. The research conducted thus far suggests that Canadian capital markets are efficient for a capital market of Canada's size but are less diverse than the U.S. capital markets, indicating that there is room for improvement in certain areas. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial markets, Financial services, Interest rates, Market structure and pricing
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
Canadian Labour Market Dispersion: Mind the (Shrinking) Gap Staff Analytical Note 2016-3 David Amirault, Naveen Rai Shocks to a currency area can and often do have asymmetric impacts on its regions that, in the absence of perfect labour mobility, lead to gaps in relative labour market performance. Witness, for example, the effects of the 2008/09 recession and subsequent financial crisis in Europe on the dispersion of employment rates across the euro area – and to a lesser extent the United States. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Labour markets, Regional economic developments JEL Code(s): J, J0, J01, R, R2, R23
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
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