August 15, 2013 CSI: A Model for Tracking Short-Term Growth in Canadian Real GDP Bank of Canada Review - Summer 2013 André Binette, Jae Chang Canada’s Short-Term Indicator (CSI) is a new model that exploits the information content of 32 indicators to produce daily updates to forecasts of quarterly real GDP growth. The model is a data-intensive, judgment-free approach to short-term forecasting. While CSI’s forecasts at the start of the quarter are not very accurate, the model’s accuracy increases appreciably as more information becomes available. CSI is the latest addition to a wide range of models and information sources that the Bank of Canada uses, combined with expert judgment, to produce its short-term forecasts. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53, E, E1, E17, E3, E37
Decision Synthesis in Monetary Policy Staff Working Paper 2024-30 Tony Chernis, Gary Koop, Emily Tallman, Mike West We use Bayesian predictive decision synthesis to formalize monetary policy decision-making. We develop a case-study of monetary policy decision-making of an inflation-targeting central bank using multiple models in a manner that considers decision goals, expectations and outcomes. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Economic models, Monetary policy JEL Code(s): C, C1, C11, C3, C32, C5, C53
June 12, 2014 Financial System Review - June 2014 The Reports section of the Financial System Review examines selected issues of relevance to the Canadian and global financial systems. The June 2014 issue features three reports on financial system initiatives: making financial benchmarks more robust; implementing the stronger Basel III capital and liquidity framework for banks; and using stress tests to assess financial system risks. Content Type(s): Publications, Financial Stability Report
Behavioral Learning Equilibria in New Keynesian Models Staff Working Paper 2022-42 Cars Hommes, Kostas Mavromatis, Tolga Özden, Mei Zhu We introduce behavioral learning equilibria (BLE) into DSGE models with boundedly rational agents using simple but optimal first order autoregressive forecasting rules. The Smets-Wouters DSGE model with BLE is estimated and fits well with inflation survey expectations. As a policy application, we show that learning requires a lower degree of interest rate smoothing. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Inflation and prices, Monetary policy JEL Code(s): C, C1, C11, D, D8, D83, D84, E, E3, E6, E62
May 23, 2004 The Bank of Canada's Business Outlook Survey Bank of Canada Review - Spring 2004 Monica Martin Since the autumn of 1997, the regional offices of the Bank of Canada have conducted quarterly consultations with businesses across Canada. Timed to feed into the process that precedes the Bank's fixed dates for announcing monetary policy decisions, the consultations (now referred to as the Business Outlook Survey) are structured around a questionnaire which is sent to 100 firms that reflect the Canadian economy in terms of region, type of business activity, and firm size. Martin describes both the consultation process and the questionnaire and makes an initial assessment of the data gathered during the business interviews. The article includes charts and correlation tables that illustrate the responses to the key questions included in the survey. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Business fluctuations and cycles, Regional economic developments
L'effet de la richesse sur la consommation aux États-Unis Staff Working Paper 2001-14 Yanick Desnoyers The substantial growth in wealth over the course of the second half of the 1990s generated the equivalent of a certain level of savings, while simultaneously causing household savings rates to fall significantly. The author seeks to explain this decline in savings, observed since 1995, using the methodology developed by King, Plosser, Stock, and Watson (1991). Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components JEL Code(s): E, E2, E21
Long-Term Determinants of the Personal Savings Rate: Literature Review and Some Empirical Results for Canada Staff Working Paper 2000-3 Gilles Bérubé, Denise Côté This paper examines the structural determinants of the personal savings rate in Canada over the last 30 years, using cointegration techniques. The main finding is that the real interest rate, expected inflation, the ratio of the all-government fiscal balances to nominal GDP, and the ratio of household net worth to personal disposable income are the most […] Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components JEL Code(s): C, C2, C22, E, E2, E21
Monetary Policy and Redistribution in Open Economies Staff Working Paper 2022-6 Xing Guo, Pablo Ottonello, Diego Perez We study how different types of monetary policy shape the distributional effects of external economic shocks on households’ consumption in a small open economy. Our results present a trade-off between maintaining overall stabilization and controlling consumption inequality. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rate regimes, Monetary policy JEL Code(s): E, E3, E32, E5, E52, F, F4, F41, F44
A central bank digital currency for offline payments Staff Analytical Note 2023-2 Cyrus Minwalla, John Miedema, Sebastian Hernandez, Alexandra Sutton-Lalani Offline functionality is a key consideration for a potential CBDC. We describe the different types of offline functionality based on their duration outside of network connection—either intermittent (for short periods) or extended (for longer periods). We discuss the advantages and drawbacks of each and consider implications for end-user devices, system resilience and universal accessibility. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): E, E4, E42, E5, E51, E58, O, O3, O31
Immigration and US Shelter Prices: The Role of Geographical and Immigrant Heterogeneity Staff Working Paper 2024-40 James Cabral, Walter Steingress The arrival of immigrants increases demand for housing and puts upward pressure on shelter prices. Using instrumental variables based on the ancestry composition of residents in US counties, we estimate the causal impact of immigration on local shelter prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Housing, Inflation and prices, International topics, Regional economic developments JEL Code(s): J, J6, J61, R, R2, R23, R3, R31