The Private Equity Premium Puzzle Revisited Staff Working Paper 2011-6 Katya Kartashova In this paper, I extend the results of Moskowitz and Vissing-Jørgensen (2002) on the returns to entrepreneurial investments in the United States. First, following the authors’ methodology I replicate the original findings from the Survey of Consumer Finances (SCF) for the period 1989–1998 and show that the returns to private and public equity are similar. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Interest rates, Recent economic and financial developments JEL Code(s): G, G1, G11, G12, G2, G24, G3, G31, G32
Macroeconomic Predictions Using Payments Data and Machine Learning Staff Working Paper 2022-10 James Chapman, Ajit Desai We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
The Power of Many: Assessing the Economic Impact of the Global Fiscal Stimulus Staff Discussion Paper 2010-1 Carlos De Resende, René Lalonde, Stephen Snudden The Bank of Canada Global Economy Model (BoC-GEM) is used to examine the effect of various types of discretionary fiscal policies on different regions of the globe. The BoC-GEM is a microfounded dynamic stochastic general-equilibrium global model with six regions, multiple sectors, and international linkages. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Business fluctuations and cycles, Fiscal policy, International topics, Recent economic and financial developments JEL Code(s): E, E5, E52, E58, E6, E61, E63, F, F4, F42
November 15, 2017 Embracing Uncertainty in the Conduct of Monetary Policy Remarks Carolyn A. Wilkins Money Marketeers of New York University New York, New York Senior Deputy Governor Carolyn A. Wilkins explains how uncertainty is factored into monetary policy decisions. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Economic models, Monetary policy, Monetary policy and uncertainty, Monetary policy implementation, Monetary policy transmission
Canadian Bitcoin Ownership in 2023: Key Takeaways Staff Discussion Paper 2025-4 Daniela Balutel, Marie-Hélène Felt, Doina Rusu The Bitcoin Omnibus Survey is an important tool for monitoring Canadians’ awareness and ownership of bitcoin and other cryptoassets over time. In this paper, we present data highlights from the 2023 survey. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, C81, E, E4, O, O5, O51
Network Analysis and Canada's Large Value Transfer System Staff Discussion Paper 2009-13 Lana Embree, Tom Roberts Analysis of the characteristics and structure of a network of financial institutions can provide insight into the complex relationships and interdependencies that exist in a payment, clearing, and settlement system (PCSS), and allow an intuitive understanding of the PCSS's efficiency, stability, and resiliency. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial stability, Payment clearing and settlement systems JEL Code(s): D, D8, D85, G, G1, G10
The Effect of Oil Price Shocks on Asset Markets: Evidence from Oil Inventory News Staff Working Paper 2020-8 Ron Alquist, Reinhard Ellwanger, Jianjian Jin We quantify the reaction of U.S. equity, bond futures, and exchange rate returns to oil price shocks driven by oil inventory news. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Recent economic and financial developments JEL Code(s): D, D8, D83, E, E4, E44, G, G1, G14, G15, Q, Q4, Q41, Q43
The Dynamics of Capital Flow Episodes Staff Working Paper 2016-9 Christian Friedrich, Pierre Guérin This paper proposes a novel methodology for identifying episodes of strong capital flows based on a regime-switching model. In comparison with the existing literature, a key advantage of our methodology is to estimate capital flow regimes without the need for context- and sample-specific assumptions. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International financial markets, International topics, Monetary policy and uncertainty JEL Code(s): F, F2, F21, F3, F32, G, G1, G11
Net Send Limits in the Lynx Payment System: Usage and Implications Staff Discussion Paper 2025-13 Virgilio B Pasin, Anna Wyllie We study how participants in the Lynx payment system use the net send limit (NSL) tool to control their intraday payment outflow levels. Our results show that participants typically adopt a “set it and forget it” approach to scheduling NSLs and sometimes have distinct intraday NSL adjustment behaviours. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Payment clearing and settlement systems, Recent economic and financial developments JEL Code(s): C, C1, C10, D, D8, D82, E, E4, E42, E5, E58, G, G2, G21, G4, G41
Lessons from the Financial Crisis: Bank Performance and Regulatory Reform Staff Discussion Paper 2013-4 Neville Arjani, Graydon Paulin The financial systems of some countries fared materially better than others during the global financial crisis of 2007-09. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Financial system regulation and policies JEL Code(s): G, G2, G21, G28