Forecasting with Many Models: Model Confidence Sets and Forecast Combination Staff Working Paper 2013-11 Jon D. Samuels, Rodrigo Sekkel A longstanding finding in the forecasting literature is that averaging forecasts from different models often improves upon forecasts based on a single model, with equal weight averaging working particularly well. This paper analyzes the effects of trimming the set of models prior to averaging. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53
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
The Effectiveness of Official Foreign Exchange Intervention in a Small Open Economy: The Case of the Canadian Dollar Staff Working Paper 2005-21 Rasmus Fatum, Michael R. King The Bank of Canada is one of very few central banks that has made records of the intraday timing of its intervention operations available to researchers. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Financial markets JEL Code(s): E, E5, E58, F, F3, F31, G, G1, G14, G15
What Are the Macroeconomic Effects of High-Frequency Uncertainty Shocks Staff Working Paper 2016-25 Laurent Ferrara, Pierre Guérin This paper evaluates the effects of high-frequency uncertainty shocks on a set of low-frequency macroeconomic variables that are representative of the U.S. economy. Rather than estimating models at the same common low-frequency, we use recently developed econometric models, which allows us to deal with data of different sampling frequencies. 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, E, E3, E32, E4, E44
December 21, 2006 Using No-Arbitrage Models to Predict Exchange Rates Financial System Review - December 2006 Antonio Diez de los Rios Content Type(s): Publications, Financial System Review articles
The Monetary Origins of Asymmetric Information in International Equity Markets Staff Working Paper 2004-47 Gregory Bauer, Clara Vega Existing studies using low-frequency data show that macroeconomic shocks contribute little to international stock market covariation. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, International topics, Market structure and pricing JEL Code(s): F, F3, F30, G, G1, G12, G14, G15
March 9, 2010 Bank of Canada Review - Spring 2010 Discussion of recent research into three ways that oil-futures prices can improve our understanding of current conditions and future prospects in the global market for crude oil; inflation expectations and the conduct of monetary policy: a review of recent evidence and experience; examination of the influence of various forms of economic uncertainty on the performance of different classes of monetary policy rules; how, when, and why such revisions to many important economic variables occur. Content Type(s): Publications, Bank of Canada Review
A Note on Contestability in the Canadian Banking Industry Staff Discussion Paper 2007-7 Jason Allen, Ying Liu The authors examine the degree of contestability in the Canadian banking system using the H-statistic proposed by Panzar and Rosse (1987) and modified by Bikker, Spierdijk, and Finnie (2006). A modification is necessary because the standard approach of controlling for size using total assets leads to an upward bias in the H-statistic. The authors propose […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions JEL Code(s): G, G2, G21, L, L1, L11
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
Heterogeneous Beliefs and Housing-Market Boom-Bust Cycles in a Small Open Economy Staff Working Paper 2009-15 Hajime Tomura This paper introduces heterogeneous beliefs among households in a small open economy model for the Canadian economy. The model suggests that simultaneous boom-bust cycles in house prices, output, investment, consumption and hours worked emerge when credit-constrained mortgage borrowers expect that future house prices will rise and this expectation is neither shared by savers nor realized ex-post. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Financial stability, Inflation targets JEL Code(s): E, E4, E44, E5, E52