Evaluating Forecasts from Factor Models for Canadian GDP Growth and Core Inflation Staff Working Paper 2007-8 Frédérick Demers, Calista Cheung This paper evaluates the performance of static and dynamic factor models for forecasting Canadian real output growth and core inflation on a quarterly basis. We extract the common component from a large number of macroeconomic indicators, and use the estimates to compute out-of-sample forecasts under a recursive and a rolling scheme with different window sizes. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37
The Paul Storer Memorial Lecture—Cross-Border Trade Integration and Monetary Policy Staff Discussion Paper 2016-20 Stephen S. Poloz In this paper we explore the nexus between cross-border trade integration and monetary policy. We first review the evidence that trade liberalization has increased the degree of integration in North America and conclude that, while robust structural inferences remain elusive, there is sufficient supporting evidence for central banks to treat the issue seriously. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Monetary policy, Trade integration JEL Code(s): E, E3, E37, E5, F, F1, F4, F41, F6
June 21, 2006 Ownership Concentration and Competition in Banking Markets Financial System Review - June 2006 Alexandra Lai, Raphael Solomon Content Type(s): Publications, Financial System Review articles
Trends in Firm Entry and New Entrepreneurship in Canada Staff Discussion Paper 2015-11 Shutao Cao, Mohanad Salameh, Mai Seki, Pierre St-Amant Recently released data show downward trends for both the firm entry rate and the rate of new entrepreneurship since the early 1980s in Canada. This paper documents these trends and discusses potential explanations. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Firm dynamics, Market structure and pricing, Productivity JEL Code(s): L, L1, L11, M, M1, M13
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
February 24, 2012 A Monetary Policy Framework for All Seasons Remarks Mark Carney U.S. Monetary Policy Forum New York, New York Governor Mark Carney reviews the advantages of Canada’s flexible inflation-targeting regime. Content Type(s): Press, Speeches and appearances, Remarks
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
State-Dependent or Time-Dependent Pricing: Does It Matter for Recent U.S. Inflation? Staff Working Paper 2005-4 Peter J. Klenow, Oleksiy Kryvtsov Inflation equals the product of two terms: an extensive margin (the fraction of items with price changes) and an intensive margin (the average size of those changes). Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices JEL Code(s): E, E3, E31, E32
The Dynamic Behaviour of Canadian Imports and the Linear-Quadratic Model: Evidence Based on the Euler Equation Staff Working Paper 1994-6 Robert Amano, Tony S. Wirjanto We examine the ability of the simple linear-quadratic model under rational expectations to explain dynamic behaviour of aggregate Canadian imports. In contrast to authors of previous studies who examine dynamic behaviour using the LQ model, we estimate the structural parameters using the Euler equation in a limited information framework that does not require an explicit solution for the model's control variables in terms of the exogenous forcing variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Recent economic and financial developments
Real-Time Nowcasting of Nominal GDP Under Structural Breaks Staff Working Paper 2014-39 William A. Barnett, Marcelle Chauvet, Danilo Leiva-Leon This paper provides a framework for the early assessment of current U.S. nominal GDP growth, which has been considered a potential new monetary policy target. The nowcasts are computed using the exact amount of information that policy-makers have available at the time predictions are made. However, real-time information arrives at different frequencies and asynchronously, which poses challenges of mixed frequencies, missing data and ragged edges. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Inflation and prices JEL Code(s): C, C3, C32, E, E2, E27, E3, E31, E32