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
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
On the Believable Benefits of Low Inflation Staff Working Paper 1998-15 Christopher Ragan This paper reviews the existing theoretical and empirical literature addressing the benefits of low inflation. The ultimate goal is to arrive at a set of benefits in which a monetary authority can have genuine confidence. I argue that the current state of economic research—both empirical and theoretical—provides little basis for believing in significant observable benefits […] Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation: costs and benefits JEL Code(s): E, E3, E31
June 14, 2007 Efficiency and Competition in Canadian Banking Bank of Canada Review - Summer 2007 Jason Allen, Walter Engert Allen and Engert report on recent research at the Bank of Canada on various aspects of efficiency in the Canadian banking industry. This research suggests that, overall, Canadian banks appear to be relatively efficient producers of financial services and they do not exercise monopoly or collusive-oligopoly power. The authors note the value of continuing to investigate opportunities to improve efficiency and competition in financial services in Canada. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Central bank research, Financial institutions, Financial system regulation and policies
The Usefulness of Consumer Confidence Indexes in the United States Staff Working Paper 2002-22 Brigitte Desroches, Marc-André Gosselin This paper assesses the usefulness of consumer confidence indexes in forecasting aggregate consumer spending in the United States. Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components, Economic models, International topics JEL Code(s): D, D1, D12, E, E2, E21, E27
Competition in Banking: A Review of the Literature Staff Working Paper 2004-24 Carol Ann Northcott The author reviews the theoretical and empirical literature to examine the traditional perception that the following trade-off exists between economic efficiency and stability in the banking system: a competitive banking system is more efficient and therefore important to growth, but market power is necessary for stability in the banking system. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial services, Market structure and pricing JEL Code(s): G, G2, G21, G28, L, L1, L11, L12, L13, L16
The Liquidity Trap: Evidence from Japan Staff Working Paper 1997-4 Isabelle Weberpals Japanese economic activity has been stagnant since the collapse of the speculative asset-price bubble in 1990, despite highly expansionary monetary policy which has brought interest rates down to record low levels. Although several reasons have been put forward to explain the sustained weakness of the Japanese economy, none is more intriguing from the viewpoint of a central bank than the possibility that monetary policy had been largely ineffective because the Japanese economy entered a Keynesian "liquidity trap." Content Type(s): Staff research, Staff working papers Research Topic(s): International topics, Recent economic and financial developments JEL Code(s): E, E4, E42, E5, E51, E52
Understanding Firms’ Inflation Expectations Using the Bank of Canada’s Business Outlook Survey Staff Working Paper 2016-7 Simon Richards, Matthieu Verstraete Inflation expectations are a key determinant of actual and future inflation and thus matter for the conduct of monetary policy. We study how firms form their inflation expectations using quarterly firm-level data from the Bank of Canada’s Business Outlook Survey, spanning the 2001 to 2015 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Credibility, Econometric and statistical methods, Firm dynamics, Inflation and prices, Inflation targets, Monetary policy framework JEL Code(s): C, C1, C2, C25, D, D2, D21, D8, D84, E, E3, E31, E5, E52, E58
Retail Payment Innovations and Cash Usage: Accounting for Attrition Using Refreshment Samples Staff Working Paper 2014-27 Heng Chen, Marie-Hélène Felt, Kim Huynh We exploit the panel dimension of the Canadian Financial Monitor (CFM) data to estimate the impact of retail payment innovations on cash usage. We estimate a semiparametric panel data model that accounts for unobserved heterogeneity and allows for general forms of non-random attrition. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): C, C3, C35, E, E4, E41
A Comparison of Alternative Methodologies for Estimating Potential Output and the Output Gap Staff Working Paper 1997-5 Chantal Dupasquier, Alain Guay, Pierre St-Amant In this paper, the authors survey some of the recent techniques proposed in the literature to measure the trend component of output or potential output. Given the reported shortcomings of mechanical filters and univariate approaches to estimate potential output, the paper focusses on three simple multivariate methodologies: the multivariate Beveridge-Nelson methodology (MBN), Cochrane's methodology (CO), and the structural VAR methodology with long-run restrictions applied to output (LRRO). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C13, C5, C52, E, E5, E52