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
Business Cycles in Small, Open Economies: Evidence from Panel Data Between 1900 and 2013 Staff working paper 2016-48 Thuy Lan Nguyen, Wataru Miyamoto Using a novel data set for 17 countries dating from 1900 to 2013, we characterize business cycles in both small developed and developing countries in a model with financial frictions and a common shock structure. We estimate the model jointly for these 17 countries using Bayesian methods. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E1, E13, E3, E32, F, F4, F41, F44 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
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
What Does Structural Analysis of the External Finance Premium Say About Financial Frictions? Staff working paper 2019-38 Jelena Zivanovic I use a structural vector autoregression (SVAR) with sign restrictions to provide conditional evidence on the behavior of the US external finance premium (EFP). The results indicate that the excess bond premium, a proxy for the EFP, reacts countercyclically to supply and monetary policy shocks and procyclically to demand shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E4, E44 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
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
How Do Interest Rates Spur the Housing Market: Exploring Nonlinear Effects Staff analytical paper 2026-35 Benjamin Straus, Stéphane Surprenant, Kerem Tuzcuoglu In this note we examine how monetary policy affects housing demand, supply and prices in Canada, and whether these effects vary with labour market conditions Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C3, C32, E, E5, E52, R, R3, R31 Research Theme(s): Monetary policy, Monetary policy framework and transmission
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
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
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