February 1, 2006 Inflation Targeting: Problems and Opportunities Proceedings of a Conference Co-sponsored by the New York Association for Business Economics and the Canadian Consulate General in New York, February 2006 (papers in unedited, electronic format only) Content Type(s): Conferences and workshops
Nonparametric Identification of Incomplete Information Discrete Games with Non-equilibrium Behaviors Staff working paper 2022-22 Erhao Xie This paper jointly relaxes two assumptions in the literature that estimates games. These two assumptions are the parametric restriction on the model primitives and the restriction of equilibrium behaviors. Without imposing the above two assumptions, this paper identifies the primitives of the game. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C57 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models
The Effects of Government Licensing on E-commerce: Evidence from Alibaba Staff working paper 2021-32 Ginger Zhe Jin, Zhentong Lu, Xiaolu Zhou, Chunxiao Li How does government licensing affect selling on online platforms? We examine the impact of China’s 2015 Food Safety Law on sellers and buyers on Alibaba, the largest e-commerce platform in that country. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, K, K2, K23, L, L5, L8, L81 Research Theme(s): Financial markets and funds management, Market functioning, Market structure
March 24, 2016 Annual Report 2015 The Annual Report provides an account of the Bank’s management, activities and achievements in 2015; it includes the financial statements and a message from Governor Stephen S. Poloz. Content Type(s): Publications, Annual Report
Regulation, Emissions and Productivity: Evidence from China’s Eleventh Five-Year Plan Staff working paper 2024-7 Brantly Callaway, Tong Li, Joel Rodrigue, Yuya Sasaki, Yong Tan We study the degree to which China’s 11th Five-Year Plan softens trade-offs between emissions and output. Our model suggests efficient regulation could have further increased aggregate productivity by 3.5% and output by 4.7% without any increase in aggregate emissions. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C21, D, D2, D24, Q, Q5, Q53 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Climate change, Digitalization and productivity
Monetary Policy and Racial Inequality in Housing Markets: A Study of 140 US Metropolitan Areas Staff working paper 2023-62 Qi Li, Xu Zhang We find that minority households see greater declines in housing returns and entries into homeownership than White households after a tightening of monetary policy. Our findings emphasize the unintended consequences of monetary policy on racial inequality in the housing market. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E40, E5, E52, R, R0, R00 Research Theme(s): Financial system, Household and business credit, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
December 10, 2014 Exchange-Traded Funds: Evolution of Benefits, Vulnerabilities and Risks Financial System Review - December 2014 Ian Foucher, Kyle Gray Ian Foucher and Kyle Gray explain the different types of exchange-traded funds (ETFs), which present both benefits and risks for investors. They discuss ways in which the risk characteristics of certain ETF products could have broader implications for the financial system, and describe the evolution of ETF market structure and regulation in different jurisdictions as authorities try to mitigate risks related to ETFs. Content Type(s): Publications, Financial System Review articles JEL Code(s): G, G1, G14, G18, G2, G20
Firm Heterogeneity and Adverse Selection in External Finance: Micro Evidence and Macro Implications Staff working paper 2025-20 Xing Guo, Pablo Ottonello, Thomas Winberry, Toni Whited We develop a heterogeneous firm macro model with private information and quantify the aggregate relevance of asymmetric information. We find that a spike in private information account for 40% of the decline in aggregate investment during the 2007-2009 financial crisis and made monetary stimulus significantly less effective. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, E, E2, E22, E3, E32, E5, E52, G, G3, G30 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
December 8, 1994 Some macroeconomic implications of rising levels of government debt Bank of Canada Review - Winter 1994-1995 Tiff Macklem The level of government debt in Canada relative to gross domestic product has risen steadily since the mid-1970s. Canada has not been alone in experiencing rising government indebtedness, but in comparison to other countries, Canada's debt load is now distinctly on the high side. The author reviews some of the effects of rising government debt levels on macroeconomic performance and provides some calculations aimed at illustrating their possible long-run impact on the Canadian economy. His analysis, which is based on a model of the Canadian economy used at the Bank of Canada, suggests that higher levels of government debt reduce both the level of output and the share of output that is available for domestic consumption. The central policy implication is that there are substantial benefits to halting the rise in government debt and thus preventing further erosion of consumption opportunities. Content Type(s): Publications, Bank of Canada Review articles
United in Booms, Divided in Busts: Regional House Price Cycles and Monetary Policy Staff working paper 2025-36 Ulrich Roschitsch, Hannes Twieling This paper shows that regional disparities in house price growth are more pronounced during house price busts than during booms. To explain this observation we construct a two-region currency union model incorporating a housing sector and extrapolative belief updating regarding house prices. To solve the model, we propose a new method that efficiently handles extrapolative belief updating in a wide class of structural models. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, E5, E52, F, F4, F45 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting