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 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
February 18, 2008 The Implications of Globalization for the Economy and Public Policy Remarks Mark Carney British Columbia Chamber of Commerce and the Business Council of British Columbia Vancouver, British Columbia I chose to speak about globalization at the outset of my tenure because it will continue to be one of the forces shaping our economy and economic policy for years to come. Steady advances in transportation, communication, and information technologies, underpinned by the more widespread adoption of free-market economic policies, are shrinking the globe and expanding the global economy. Content Type(s): Press, Speeches and appearances, Remarks
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
Macroprudential FX Regulations: Shifting the Snowbanks of FX Vulnerability? Staff Working Paper 2018-55 Toni Ahnert, Kristin Forbes, Christian Friedrich, Dennis Reinhardt Can macroprudential foreign exchange (FX) regulations on banks reduce the financial and macroeconomic vulnerabilities created by borrowing in foreign currency? To evaluate the effectiveness and unintended consequences of macroprudential FX regulations, we develop a parsimonious model of bank and market lending in domestic and foreign currency and derive four predictions. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Financial institutions, Financial system regulation and policies, International financial markets JEL Code(s): F, F3, F32, F34, G, G1, G15, G2, G21, G28
Breaking Down the US Employment Multiplier Using Micro-Level Data Staff Working Paper 2025-8 Edoardo Briganti, Holt Dwyer, Ricardo Duque Gabriel, Victor Sellemi Using newly matched data on US defense contracts and restricted administrative employment data, we show that the employment effects of defense procurement are costly, concentrated and slow to diffuse. Content Type(s): Staff research, Staff working papers Research Topic(s): Fiscal policy JEL Code(s): E, E6, E62, H, H5, H57, J, J2, J21
The Monetary Transmission Mechanism at the Sectoral Level Staff Working Paper 2001-27 Jean Farès, Gabriel Srour This paper relies on simple vector autoregressions to investigate the monetary transmission mechanism in broad sectors of the Canadian economy. Two types of disaggregation are considered: one at the level of final expenditures, and one at the level of production. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy transmission JEL Code(s): E, E5, E52
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
December 2, 2002 Canadian Foreign Exchange Market Liquidity and Exchange Rate Dynamics Financial System Review - December 2002 Chris D'Souza Content Type(s): Publications, Financial System Review articles
October 18, 2005 What Drives Movements in Exchange Rates? Bank of Canada Review - Autumn 2005 Jeannine Bailliu, Michael R. King Understanding what causes the exchange rate to move has been on ongoing challenge for economists. Despite extensive research, traditional macro models of exchange rate determination—with the exception of the Bank of Canada's exchange rate equation—have typically not fared well, motivating economists to explore new ways to model exchange rate movements that incorporate more complex and realistic settings. Within the context of the sharp appreciation of the Canadian dollar in 2003 and 2004, Bailliu and King review the macroeconomic models of exchange rates, as well as the micro-structure studies that highlight the importance of trading mechanisms, information asymmetry, and investor heterogeneity for explaining short-term dynamics in exchange rates. In addition to summarizing the current state of knowledge, they highlight recent advances and identify promising alternative approaches. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Economic models, Exchange rates, Financial markets