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
August 24, 2011 Quarterly Financial Report - Second Quarter 2011 Quarterly Financial Report - Second Quarter, 2011 - For the period ended 30 June 2011 Content Type(s): Publications, Quarterly Financial Report
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
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
The Size and Characteristics of Informal (“Gig”) Work in Canada Staff Analytical Note 2019-6 Olena Kostyshyna, Corinne Luu Underlying wage growth has fallen short of what would be consistent with an economy operating with little or no slack. While many factors could explain this weakness, the availability of additional labour resources from informal (“gig”) work—not fully captured in standard measures of employment and hours worked—may play a role. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Labour markets, Recent economic and financial developments JEL Code(s): E, E2, E24, E26, J, J2, J20, J3, J30, J4
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
BoC–BoE Sovereign Default Database: Methodology, Assumptions and Sources Technical Report No. 117 David Beers, Elliot Jones, John Walsh Until recently, few efforts have been made to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. To help fill this gap, the Bank of Canada (BoC) developed a comprehensive database of sovereign defaults that is posted on its website and updated in partnership with the Bank of England (BoE). Content Type(s): Staff research, Technical reports Research Topic(s): Debt management, Development economics, Financial institutions, International financial markets JEL Code(s): F, F3, F34, G, G1, G10, G14, G15
Bank Loans for Private and Public Firms in a Credit Crunch Staff Working Paper 2011-13 Jason Allen, Teodora Paligorova Banks reliance on short-term funding has increased over time. While an effective source of financing in good times, the 2007 financial crisis has exposed the vulnerability of banks and ultimately firms to such a liability structure. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions JEL Code(s): G, G0, G01, G2, G20
Are Bygones not Bygones? Modeling Price Level Targeting with an Escape Clause and Lessons from the Gold Standard Staff Working Paper 2008-27 Paul Masson, Malik Shukayev Like the gold standard, price level targeting (PT) involves not letting past deviations of inflation be bygones; both regimes return the price level (or price of gold) to its target. The experience of suspension of the gold standard in World War I, resumption in the 1920s (for some countries at a different parity), and final abandonment is reviewed. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52
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