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
Understanding the Systemic Implications of Climate Transition Risk: Applying a Framework Using Canadian Financial System Data Staff discussion paper 2023-32 Gabriel Bruneau, Javier Ojea Ferreiro, Andrew Plummer, Marie-Christine Tremblay, Aidan Witts Our study aims to gain insight on financial stability and climate transition risk. We develop a methodological framework that captures the direct effects of a stressful climate transition shock as well as the indirect—or systemic—implications of these direct effects. We apply this framework using data from the Canadian financial system. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C6, C63, G, G0, G01, G1, G10, G2, G20, Q, Q5, Q54 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Economic models, Structural challenges, Climate change
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
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
December 23, 2002 Financial System Review - December 2002 The financial system, which consists of financial institutions, financial markets, and clearing and settlement systems, lays an important role in a nation’s economy. Sound and efficientfinancial systems can make a significant contribution to economic growth. Content Type(s): Publications, Financial Stability Report
Understanding Inflation Dynamics: The Role of Government Expenditures Staff working paper 2023-30 Chang Liu, Yinxi Xie We study the impact government expenditure has on inflation. We find that changes in government expenditure account for a substantial portion of inflation variations. We also find that inflation and inflation expectations respond negatively to fiscal spending shocks, reaffirming the supply-side channel through which inflation responds to fiscal expansions. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E6, E62, E63 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures
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
The Share of Systematic Variations in the Canadian Dollar—Part II Staff analytical note 2017-1 Jean-Sébastien Fontaine, Guillaume Nolin This analytical note examines how much of the systematic variation in the Canadian dollar is attributable to its sensitivity to commodity prices. We introduce a new “oil” portfolio that captures systematic variations when the exchange rates of commodity exporters and commodity importers move in opposite directions. Content Type(s): Staff research, Staff analytical notes JEL Code(s): F, F3, F31 Research Theme(s): Financial markets and funds management, International markets and currencies
Relationships in the Interbank Market Staff working paper 2016-33 Jonathan Chiu, Cyril Monnet In the interbank market, banks will sometimes trade below the central bank's deposit rate. We explain this anomaly using a theory based on market frictions and relationship lending. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E5 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Models and tools, Economic models, Monetary policy, Monetary policy tools and implementation
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