Seasonal Adjustment of Weekly Data Staff discussion paper 2024-17 Jeffrey Mollins, Rachit Lumb The industry standard for seasonally adjusting data, X-13ARIMA-SEATS, is not suitable for high-frequency data. We summarize and assess several of the most popular seasonal adjustment methods for weekly data given the increased availability and promise of non-traditional data at higher frequencies. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C1, C4, C5, C52, C8, E, E0, E01, E2, E21 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
August 13, 1999 Recent Initiatives in the Canadian Market for Government of Canada Securities Bank of Canada Review - Summer 1999 Nancy Harvey The initiatives reviewed by the author were undertaken to ensure a liquid and well-functioning market for Government of Canada securities in light of the significant shift in the government's financial position. They include changes made in 1998 by the Bank of Canada and the government to the rules governing auctions and to the Bank's surveillance of the auction process, changes to the treasury bill and bond programs, and implementation of a pilot buyback program for Government of Canada marketable bonds. In addition, the Investment Dealers Association of Canada adopted a code of conduct for the secondary market. These initiatives were well received by the market and appear to have had a positive impact. The Bank and the government are, however, continuing their search for ways to maintain and enhance the efficiency of this market. Content Type(s): Publications, Bank of Canada Review articles
Towards a HANK Model for Canada: Estimating a Canadian Income Process Staff discussion paper 2020-13 Iskander Karibzhanov How might one simulate a million realistic income paths and compute their statistical moments in under a second? Using CUDA-based methods to estimate the Canadian earnings process, I find that the distribution of labour income growth is sharply peaked with heavy tails—similar to that in the United States. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D3, D31, E, E2, E24, J, J3, J31 Research Theme(s): Models and tools, Economic models, Monetary policy, Real economy and forecasting
The Power of Helicopter Money Revisited: A New Keynesian Perspective Staff discussion paper 2020-1 Thomas J. Carter, Rhys R. Mendes We analyze money financing of fiscal transfers (helicopter money) in two simple New Keynesian models: a “textbook” model in which all money is non-interest-bearing (e.g., all money is currency), and a more realistic model with interest-bearing reserves. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E1, E12, E4, E41, E43, E5, E51, E52, E58, E6, E61, E63 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation
June 21, 2008 Financial System Review - June 2008 Although there has been some improvement in conditions over the past several weeks, strains in global credit markets have broadened since December.FSR Highlights - June 2008 Errata: Some factual errors in the June report "Bank of Canada Oversight Activities during 2007 under the Payment Clearing and Settlement Act" have been corrected. They concern (i) clarification of the U.S. Federal Reserve as lead overseer of CLS Bank and (ii) the steps taken by CDS on 14 August 2007 to assist issuers and participants holding defaulted ABCP. Content Type(s): Publications, Financial Stability Report
Grasping De(centralized) Fi(nance) Through the Lens of Economic Theory Staff working paper 2022-43 Jonathan Chiu, Charles M. Kahn, Thorsten Koeppl We analyze the value proposition and limitations of decentralized finance (DeFi). Based on a distributed ledger and smart contracts, DeFi can guarantee the execution of financial contracts, potentially lowering the costs of intermediation and improving financial inclusion. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures
Macroeconomic Disasters and Consumption Smoothing: International Evidence from Historical Data Staff working paper 2023-4 Lorenzo Pozzi, Barbara Sadaba Does consumption smoothing fundamentally decrease during macroeconomic disasters? This paper uses a large historical dataset (1870–2016) for 16 industrial economies to show that during macroeconomic disasters (e.g., wars, pandemics, depressions) aggregate consumption and income are significantly less decoupled than during normal times. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C23, E, E2, E21 Research Theme(s): Financial system, Household and business credit, Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
December 15, 2023 The path to price stability Remarks Tiff Macklem Canadian Club Toronto Toronto, Ontario Governor Tiff Macklem discusses how the economy will continue to adjust to higher interest rates in the year ahead, and outlines what Canadians can expect from the Bank of Canada. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economic models, Economy/Economic growth, Inflation, Inflation targeting framework
November 13, 2000 Seminar Summary: Price Stability and the Long-Run Target for Monetary Policy Bank of Canada Review - Autumn 2000 Allan Crawford On 8 and 9 June 2000, the Bank held a seminar to examine some key issues affecting the upcoming decision on Canada's inflation-control target for the period after 2001. The main issues covered at the seminar were the extent of downward nominal-wage rigidity and its implications for employment as well as the relative merits of price-level targeting versus inflation targeting. Another critical question that was discussed was how to balance the evidence on all the relevant issues in order to develop an overall view on the appropriate long-run target. The author gives a brief overview of the seminar followed by detailed summaries of individual papers. Content Type(s): Publications, Bank of Canada Review articles
PayTech and the D(ata) N(etwork) A(ctivities) of BigTech Platforms Staff working paper 2022-35 Jonathan Chiu, Thorsten Koeppl Why do BigTech platforms introduce payment services? We explore this using a model in which a monopoly platform faces a trade-off between the costs associated with privacy concerns and the revenue from data services. We then analyze the feedback effects between data and payments. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, E, E4, E42, L, L1 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments