Real-Time Forecasts of the Real Price of Oil Staff Working Paper 2011-16 Christiane Baumeister, Lutz Kilian We construct a monthly real-time data set consisting of vintages for 1991.1-2010.12 that is suitable for generating forecasts of the real price of oil from a variety of models. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C53, E, E3, E32, Q, Q4, Q43
The Political Impact of Immigration: Evidence from the United States Staff Working Paper 2018-19 Anna Maria Mayda, Giovanni Peri, Walter Steingress In this paper we study the impact of immigration to the United States on the vote for the Republican Party by analyzing county-level data on election outcomes between 1990 and 2010. Our main contribution is to separate the effect of high-skilled and low-skilled immigrants, by exploiting the different geography and timing of the inflows of these two groups of immigrants. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics, Labour markets JEL Code(s): F, F2, F22, J, J6, J61
Bond Risk Premia and Gaussian Term Structure Models Staff Working Paper 2014-13 Bruno Feunou, Jean-Sébastien Fontaine Cochrane and Piazzesi (2005) show that (i) lagged forward rates improve the predictability of annual bond returns, adding to current forward rates, and that (ii) a Markovian model for monthly forward rates cannot generate the pattern of predictability in annual returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Interest rates JEL Code(s): E, E4, E43, E47, G, G1, G12
Estimating Discrete Choice Demand Models with Sparse Market-Product Shocks Staff Working Paper 2025-10 Zhentong Lu, Kenichi Shimizu We propose a novel approach to estimating consumer demand for differentiated products. We eliminate the need for instrumental variables by assuming demand shocks are sparse. Our empirical applications reveal strong evidence of sparsity in real-world datasets. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C1, C3, D, D1, L, L0, L00
Multi-Product Pricing: Theory and Evidence from Large Retailers in Israel Staff Working Paper 2020-12 Marco Bonomo, Carlos Carvalho, Oleksiy Kryvtsov, Sigal Ribon, Rodolfo Rigato Standard theories of price adjustment are based on the problem of a single-product firm, and therefore they may not be well suited to analyze price dynamics in the economy with multiproduct firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Market structure and pricing, Monetary policy JEL Code(s): D, D2, D21, D22, E, E3, E31, E5, E52, L, L1, L11
The increasing role of hedge funds in Government of Canada bond auctions Staff Analytical Note 2025-22 Adam Epp, Jeffrey Gao We find that the rise in Government of Canada debt issuance correlates to growing participation of hedge funds in bond auctions since 2020. This increased participation supports the cost-effective distribution of Canada’s debt, but it also represents a potential vulnerability because hedge funds have a greater flight risk than other investor types. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Debt management, Financial institutions, Financial markets, Financial stability JEL Code(s): D, D4, D44, G, G1, G12, G2, G23, H, H6, H63
Public and Private Money Creation for Distributed Ledgers: Stablecoins, Tokenized Deposits, or Central Bank Digital Currencies? Staff Working Paper 2024-35 Jonathan Chiu, Cyril Monnet This paper explores the implications of introducing digital public and private monies (e.g. tokenized central bank digital currency [CBDC] or tokenized deposits) for stablecoins and illicit crypto transactions. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Financial stability, Monetary policy JEL Code(s): E, E5, E50, E58
A Framework to Assess Vulnerabilities Arising from Household Indebtedness Using Microdata Staff Discussion Paper 2012-3 Ramdane Djoudad Rising levels of household indebtedness have created concerns about the vulnerabilities of households to adverse economic shocks and the impact on financial stability. To assess these risks, the author presents a formal stress-testing framework that uses microdata to simulate how various economic shocks affect the distribution of the debt-service ratio (DSR) for the household sector. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods, Financial stability JEL Code(s): C, C1, C15, C3, C31, D, D1, D14, E, E5, E51
December 3, 2009 Improving the Resilience of Core Funding Markets Financial System Review - December 2009 Jean-Sébastien Fontaine, Jack Selody, Carolyn A. Wilkins Content Type(s): Publications, Financial System Review articles
July 4, 2022 Canadian Survey of Consumer Expectations—Second Quarter of 2022 This survey took place between April 28 and May 13, 2022. Follow-up interviews took place in June. Consumers’ expectations for inflation have risen, alongside concerns about prices for food, gas and rent. Short-term expectations are at record-high levels. Long-term inflation expectations increased significantly in the second quarter of 2022, returning to the levels they were at before the COVID-19 pandemic. Most people believe the Bank of Canada can achieve its inflation target. However, some think the process of bringing inflation down will be difficult for the Bank of Canada. Expectations for higher inflation and rising interest rates weigh on consumer confidence. People expect that credit conditions will worsen and wage growth will not keep up with inflation. Flexible work arrangements could attract more people into the labour force. Content Type(s): Publications, Canadian Survey of Consumer Expectations