Does Inflation Uncertainty Vary with the Level of Inflation? Staff Working Paper 1996-9 Allan Crawford, Marcel Kasumovich The purpose of this study is to test the hypothesis that inflation uncertainty increases at higher levels of inflation. Our analysis is based on the generalized autoregressive conditional heteroscedasticity (GARCH) class of models, which allow the conditional variance of the error term to be time-varying. Since this variance is a proxy for inflation uncertainty, a positive relationship between the conditional variance and inflation would be interpreted as evidence that inflation uncertainty increases with the level of inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Monetary policy and uncertainty JEL Code(s): C, C5, C52, E, E3, E31
E-Money: Efficiency, Stability and Optimal Policy Staff Working Paper 2014-16 Jonathan Chiu, Tsz-Nga Wong What makes e-money more special than cash? Is the introduction of e-money necessarily welfare enhancing? Is an e-money system necessarily stable? What is the optimal way to design an efficient and stable e-money scheme? Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Payment clearing and settlement systems JEL Code(s): E, E4, E42, E5, E58, L, L5, L51
Decomposing Large Banks’ Systemic Trading Losses Staff Working Paper 2024-6 Radoslav Raykov Do banks realize simultaneous trading losses because they invest in the same assets, or because different assets are subject to the same macro shocks? This paper decomposes the comovements of bank trading losses into two orthogonal channels: portfolio overlap and common shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): G, G1, G10, G11, G2, G20
April 2, 2012 Exporting in a Post-Crisis World Remarks Mark Carney Greater Kitchener Waterloo Chamber of Commerce Waterloo, Ontario Governor Mark Carney discusses why Canada’s exports are lagging and what can be done to respond to the underlying challenges. Content Type(s): Press, Speeches and appearances, Remarks
November 13, 1998 Currency crises and fixed exchange rates in the 1990s: A review Bank of Canada Review - Autumn 1998 Patrick Osakwe, Lawrence L. Schembri Currency crises in the 1990s, especially those in emerging markets, have sharply disrupted economic activity, affecting not only the country experiencing the crisis, but also those with trade, investment, and geographic links. The authors review the theoretical literature and empirical evidence regarding these crises. They conclude that their primary cause is a fixed nominal exchange rate combined with macroeconomic imbalances, such as current account or fiscal deficits, that the market perceives as unsustainable at the prevailing real exchange rate. They also conclude that currency crises can be prevented through the adoption of sound monetary and fiscal policies, effective regulation and supervision of the financial sector, and a more flexible nominal exchange rate. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Exchange rates
Financial Shocks and the Output Growth Distribution Staff Working Paper 2025-25 Francois-Michel Boire, Thibaut Duprey, Alexander Ueberfeldt This paper studies how financial shocks shape the distribution of output growth by introducing a quantile-augmented vector autoregression (QAVAR), which integrates quantile regressions into a structural VAR framework. The QAVAR preserves standard shock identification while delivering flexible, nonparametric forecasts of conditional moments and tail risk measures for gross domestic product. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Monetary and financial indicators JEL Code(s): C, C3, C32, C5, C53, E, E3, E32, E4, E44, G, G0, G01
Estimating Large-Dimensional Connectedness Tables: The Great Moderation Through the Lens of Sectoral Spillovers Staff Working Paper 2021-37 Felix Brunner, Ruben Hipp Understanding the size of sectoral links is crucial to predicting the impact of a crisis on the whole economy. We show that statistical learning techniques substantially outperform traditional estimation techniques when measuring large networks of these links. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C2, C22, C5, C52, E, E2, E23, E27
October 17, 2022 Canadian Survey of Consumer Expectations—Third Quarter of 2022 This survey took place between August 2 and August 23, 2022. Follow-up interviews took place in September. Expectations for inflation one to two years ahead have continued to rise because consumers anticipate supply chain disruptions and elevated oil prices will persist. In contrast, expectations for inflation five years ahead have eased to near pre-pandemic levels. Still, consumers are more divided this quarter about where inflation will end up in the long term. Content Type(s): Publications, Canadian Survey of Consumer Expectations
May 6, 2010 Is There a Commodity Curse? Lessons from the Past Remarks John Murray University of Alberta Institute for Public Economics and C.D. Howe Institute Edmonton, Alberta As the title of the conference suggests, we have seen many boom-and-bust cycles in the commodity sector. This raises one obvious and central question: How can we avoid them in the future? Content Type(s): Press, Speeches and appearances, Remarks
Markets Look Beyond the Headline Staff Analytical Note 2018-37 Bruno Feunou, James Kyeong, Raisa Leiderman Many reports and analyses interpret the release of new economic data based on the headline surprise—for instance, total inflation, real GDP growth and the unemployment rate. However, we find that headline news alone cannot adequately explain the responses of market prices to new information. Rather, market prices react more strongly, on average, to non-headline news such as the composition of GDP growth, quality of jobs created and revisions to past data. Thus, tracking the impact of non-headline information released on the news day is crucial in analyzing how markets interpret and react to new economic data. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Exchange rates, Interest rates JEL Code(s): E, E4, E43, G, G1, G12, G14