Beating the “pros” with a semi-structural model of their own inflation forecasts Staff working paper 2026-11 Sergio A. Lago Alves, Waldyr Dutra Areosa, Carlos Viana de Carvalho How can Surveys of Professional Forecasters (SPF) be used to improve inflation forecasts? By using US historical quarterly data on SPF forecasts, we provide better understanding of how we can use forecast disagreement to improve our own forecasts. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C5, C53, E, E3, E31, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Sluggish Forecasts Staff working paper 2018-39 Monica Jain Given the influence that agents’ expectations have on key macroeconomic variables, it is surprising that very few papers have tried to extrapolate agents’ “true” expectations directly from the data. This paper presents one such approach, starting with the hypothesis that there is sluggishness in inflation and real GDP growth forecasts. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
May 16, 2018 The (Mostly) Long and Short of Potential Output Remarks Lawrence L. Schembri Ottawa Economics Association and CFA Society Ottawa Ottawa, Ontario Deputy Governor Lawrence Schembri discusses the importance of potential output to monetary policy, as well as policy challenges and opportunities in a world of low potential output growth. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economic models, Economy/Economic growth, Inflation targeting framework
Child Skill Production: Accounting for Parental and Market-Based Time and Goods Investments Staff working paper 2020-36 Elizabeth Caucutt, Lance Lochner, Joseph Mullins, Youngmin Park Can daycare replace parents’ time spent with children? We explore this by using data on how parents spend time and money on children and how this spending is related to their child’s development. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D13, H, H3, H31, J, J2, J22, J24 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
Accounting for Real Exchange Rates Using Micro‐Data Staff working paper 2017-12 Mario J. Crucini, Anthony Landry The classical dichotomy predicts that all of the time-series variance in the aggregate real exchange rate is accounted for by non-traded goods in the consumer price index (CPI) basket because traded goods obey the Law of One Price. In stark contrast, Engel (1999) claimed the opposite: that traded goods accounted for all of the variance. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3 Research Theme(s): Financial markets and funds management, International markets and currencies, Structural challenges, International trade, finance and competitiveness
February 8, 2016 Monetary Policy and Financial Stability—Looking for the Right Tools Remarks Timothy Lane HEC Montréal Montréal, Quebec Deputy Governor Tim Lane discusses the links between monetary policy and financial stability. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Monetary policy, Economic models, Inflation, Inflation targeting framework
Comparison of Bayesian and Sample Theory Parametric and Semiparametric Binary Response Models Staff working paper 2022-31 Xiangjin Shen, Iskander Karibzhanov, Hiroki Tsurumi, Shiliang Li We use graphic processing unit computing to compare Bayesian and sample theory semiparametric binary response models. Our findings show that optimal bandwidth does not outperform regular bandwidth in binary semiparametric models. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, C3, C35, C5, C51, C6, C63, D, D1 Research Theme(s): Financial system, Household and business credit, Models and tools, Econometric, statistical and computational methods
February 8, 2018 At the Crossroads: Innovation and Inclusive Growth Remarks Carolyn A. Wilkins G7 Symposium on Innovation and Inclusive Growth Montebello, Quebec Senior Deputy Governor Carolyn A. Wilkins discusses technological progress and how policy-makers can harness it for economic growth that benefits everyone. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Currency, Digital currency, Financial system, Financial stability, Fintech, Monetary policy, Economy/Economic growth
August 15, 2013 Monitoring Short-Term Economic Developments in Foreign Economies Bank of Canada Review - Summer 2013 Russell Barnett, Pierre Guérin The Bank of Canada uses several short-term forecasting models for the monitoring of key foreign economies - the United States, the euro area, Japan and China. The design of the forecasting models used for each region is influenced by the level of detail required, as well as the timeliness and volatility of data. Forecasts from different models are typically combined to mitigate model uncertainty, and judgment is applied to the model forecasts to incorporate information that is not directly reflected in the most recent indicators. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E3, E37
Analyzing the house price boom in the suburbs of Canada’s major cities during the pandemic Staff analytical note 2022-7 Louis Morel We assess how location affects house prices in Canada. The gap in prices between suburbs and downtown was closing gradually before the pandemic. The gap has been closing faster since spring 2020. This finding reflects a shift in preferences toward more living space. Content Type(s): Staff research, Staff analytical notes JEL Code(s): R, R2, R21, R23, R3, R32 Research Theme(s): Financial system, Household and business credit, Monetary policy, Real economy and forecasting