Assessing the Business Outlook Survey Indicator Using Real-Time Data Staff discussion paper 2017-5 Lise Pichette, Marie-Noëlle Robitaille Every quarter, the Bank of Canada conducts quarterly consultations with businesses across Canada, referred to as the Business Outlook Survey (BOS). A principal-component analysis conducted by Pichette and Rennison (2011) led to the development of the BOS indicator, which summarizes survey results and is used by the Bank as a gauge of overall business sentiment. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C5, C53, C8, C82, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
A buoy on funding tides: How client repo demand and dealer constraints lifted CORRA Staff analytical paper 2026-15 Jean-Sébastien Fontaine, Neil Maru, Sofia Tchamova Pressures on the CORRA benchmark can emerge from the interaction of client borrowing behavior, dealer balance sheet constraints, even if the level of settlement balances is in a range deemed sufficient to meet the requirement of the payment system and the prudential demand of its members. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E5, E52, G, G2, G23 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Monetary policy tools and implementation
Impacts of interest rate hikes on the consumption of households with a mortgage Staff analytical note 2024-14 Panagiotis Bouras, Joaquín Saldain, Xing Guo, Thomas Michael Pugh, Maria teNyenhuis We assess how much the recent rate-hike cycle has and will affect mortgage borrowers' consumption through its impacts on mortgage payments. Our analysis provides insights into the effects of changes in monetary policy on the consumption of mortgage borrowers. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D1, D13, E, E2, E21, G, G5 Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission
August 12, 1998 The declining supply of treasury bills and the Canadian money market Bank of Canada Review - Summer 1998 Serge Boisvert, Nancy Harvey The supply of treasury bills has fallen considerably since 1995, reflecting a decline in the financing needs of the Canadian government and a change in its debt-management strategy. This has had a major impact on different segments of the money market. Among the various implications of this development, the authors point out the decrease in turnover and, hence, liquidity in the treasury bill market since 1995, as well as high rates of growth in the market for short-term interest rate derivatives and for short-term asset-backed securities. Content Type(s): Publications, Bank of Canada Review articles
Monte Carlo Likelihood-Ratio Tests for Markov Switching Models Staff working paper 2026-23 Gabriel Rodriguez Rondon, Jean-Marie Dufour This paper develops Monte Carlo likelihood-ratio tests for determining the number of regimes in Markov switching models. Unlike most existing procedures, which focus on testing one versus two regimes, the proposed methods allow testing an arbitrary number of regimes. They are valid in finite samples, robust to identification problems, and applicable to nonstationary, multivariate, and Markov switching GARCH models. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C12, C15, C2, C22, C3, C32, C4, C46, C5, C52, E, E3, E32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
Sectoral Uncertainty Staff working paper 2022-38 Efrem Castelnuovo, Kerem Tuzcuoglu, Luis Uzeda We propose a new empirical framework that jointly decomposes the conditional variance of economic time series into a common and a sector-specific uncertainty component. We apply our framework to a disaggregated industrial production series for the US economy. We identify unexpected changes in durable goods uncertainty as drivers of downturns, while unexpected hikes in non-durable goods uncertainty are expansionary. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, C55, E, E3, E32, E4, E44 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Nowcasting Canadian GDP with Density Combinations Staff discussion paper 2022-12 Tony Chernis, Taylor Webley We present a tool for creating density nowcasts for Canadian real GDP growth. We demonstrate that the combined densities are a reliable and accurate tool for assessing the state of the economy and risks to the outlook. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C5, C52, C53, E, E3, E7 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
September 14, 2010 Bundesbank Lecture 2010: The Economic Consequences of the Reforms Remarks Mark Carney Deutsche Bundesbank Berlin, Germany Keynes wrote prophetically of the economic consequences of the Treaty of Versailles. Could the same be said of current financial reforms? Are policy-makers taking for granted the essential role performed by finance in a vain pursuit of its risk-proofing? Content Type(s): Press, Speeches and appearances, Remarks
May 11, 2017 The Life Cycle of Government of Canada Bonds in Core Funding Markets Bank of Canada Review - Spring 2017 Narayan Bulusu, Sermin Gungor Data on the use of government securities in the repo, securities lending and cash markets suggest there are bond market clienteles in Canada. Shorter-term bonds are more prevalent in the repo market, while longer-maturity securities are more active in the securities lending market—consistent with the preferred habitat hypothesis. These results could help design better debt-management strategies and more-effective policies to maintain well-functioning financial markets. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): G, G1, G12, G2, G23
May 11, 2017 Why Is Global Business Investment So Weak? Some Insights from Advanced Economies Bank of Canada Review - Spring 2017 Robert Fay, Justin-Damien Guénette, Martin Leduc, Louis Morel Various drivers of business investment can be used to explain the underwhelming performance of investment in advanced economies since the global financial crisis, particularly since 2014. The slow growth in aggregate demand cannot by itself explain the full extent of the recent weakness in investment, which appears to be linked primarily to the collapse of global commodity prices and a rise in economic uncertainty. Looking ahead, business investment growth is likely to remain slower than in the pre-crisis period, largely because of structural factors such as population aging. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): C, C2, C22, D, D2, D24, D8, D80, E, E2, E22, F, F0, F01, G, G3, G31