Combining Large Numbers of Density Predictions with Bayesian Predictive Synthesis Staff Working Paper 2023-45 Tony Chernis I show how to combine large numbers of forecasts using several approaches within the framework of a Bayesian predictive synthesis. I find techniques that choose and combine a handful of forecasts, known as global-local shrinkage priors, perform best. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C5, C52, C53, E, E3, E37
July 16, 2014 Monetary Policy Report – July 2014 Canadian real GDP growth is projected to average around 2 ¼ per cent during 2014-2016. Content Type(s): Publications, Monetary Policy Report
March 31, 2021 Research Update - March 2021 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
Structural Multi-Equation Macroeconomic Models: Identification-Robust Estimation and Fit Staff Working Paper 2009-19 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian Weak identification is likely to be prevalent in multi-equation macroeconomic models such as in dynamic stochastic general equilibrium setups. Identification difficulties cause the breakdown of standard asymptotic procedures, making inference unreliable. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C5, C52, C53, E, E3, E37
Lending Standards, Productivity and Credit Crunches Staff Working Paper 2019-25 Jonathan Swarbrick We propose a macroeconomic model in which adverse selection in investment drives the amplification of macroeconomic fluctuations, in line with prominent roles played by the credit crunch and collapse of the asset-backed security market in the financial crisis. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Financial markets, Financial stability, Interest rates, Productivity JEL Code(s): E, E2, E22, E3, E32, E4, E44, G, G0, G01
Price Competition and Concentration in Search and Negotiation Markets: Evidence from Mortgage Lending Staff Working Paper 2012-4 Jason Allen, Robert Clark, Jean-François Houde This paper examines the impact of bank consolidation on mortgage rates in order to evaluate the extent to which mortgage markets are competitive. Mortgage markets are decentralized and so rates are determined through a search and negotiation process. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial services, Interest rates JEL Code(s): G, G2, L, L1
Dating Systemic Financial Stress Episodes in the EU Countries Staff Working Paper 2016-11 Benjamin Klaus, Tuomas Peltonen, Thibaut Duprey This paper introduces a new methodology to date systemic financial stress events in a transparent, objective and reproducible way. The financial cycle is captured by a monthly country-specific financial stress index. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Economic models, Financial markets, Financial stability, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): C, C5, C54, G, G0, G01, G1, G15
A Blueprint for the Fourth Generation of Bank of Canada Projection and Policy Analysis Models Staff Discussion Paper 2023-23 Donald Coletti The fourth generation of Bank of Canada projection and policy analysis models seeks to improve our understanding of inflation dynamics, the supply side of the economy and the underlying risks faced by policy-makers coming from uncertainty about how the economy functions. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Inflation and prices, Labour markets, Monetary policy and uncertainty JEL Code(s): C, C5, C50, C51, C52, C53, C54, C55
What Do Survey Data Tell Us About US Businesses? Staff Working Paper 2019-45 Anmol Bhandari, Serdar Birinci, Ellen McGrattan, Kurt See This paper examines the reliability of survey data on business incomes, valuations, and rates of return, which are key inputs for studies of wealth inequality and entrepreneurial choice. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Firm dynamics JEL Code(s): C, C8, C83, E, E2, E22, H, H2, H25
Canadians’ Access to Cash Before and During the COVID-19 Pandemic Staff Discussion Paper 2022-15 Heng Chen, Marie-Hélène Felt This paper studies Canadians’ access to cash using the geographical distribution of automated banking machines (ABMs). During the pandemic, there have been no sustained adverse effects on cash accessibility. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial services, Regional economic developments JEL Code(s): J, J1, J15, O, O1, R, R5, R51