Volatility and Liquidity Costs Staff Working Paper 2013-29 Selma Chaker Observed high-frequency prices are contaminated with liquidity costs or market microstructure noise. Using such data, we derive a new asset return variance estimator inspired by the market microstructure literature to explicitly model the noise and remove it from observed returns before estimating their variance. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets, Market structure and pricing JEL Code(s): C, C1, C14, C5, C51, C58, G, G2, G20
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
The Optimum Quantity of Central Bank Reserves Staff Working Paper 2025-15 Jonathan Witmer This paper analyzes the optimal quantity of central bank reserves in an economy where reserves and other financial assets provide liquidity benefits. Using a static model, I derive a constrained Friedman rule that characterizes the socially optimal level of reserves, demonstrating that this quantity is neither necessarily large nor small but depends on the marginal benefits of reserves relative to alternative safe assets. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Monetary policy implementation JEL Code(s): E, E4, E41, E42, E5, E58, G, G2, G21, G28
Measurement of the Output Gap: A Discussion of Recent Research at the Bank of Canada Technical Report No. 79 Pierre St-Amant, Simon van Norden In this paper, we discuss some methodologies for estimating potential output and the output gap that have recently been studied at the Bank of Canada. The assumptions and econometric techniques used by the different methodologies are discussed in turn, and applications to Canadian data are presented. Content Type(s): Staff research, Technical reports Research Topic(s): Potential output JEL Code(s): D, D2, D24
Benchmark Index of Risk Appetite Staff Working Paper 2006-16 Miroslav Misina Changes in investors' risk appetite have been used to explain a variety of phenomena in asset markets. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial markets JEL Code(s): G, G1, G12
Adopting Price-Level Targeting under Imperfect Credibility in ToTEM Staff Working Paper 2009-17 Gino Cateau, Oleksiy Kryvtsov, Malik Shukayev, Alexander Ueberfeldt Using the Bank of Canada's main projection and policy-analysis model, ToTEM, this paper measures the welfare gains of switching from inflation targeting to price-level targeting under imperfect credibility. Following the policy change, private agents assign a probability to the event that the policy-maker will revert to inflation-targeting next period. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy framework, Monetary policy implementation JEL Code(s): E, E3, E31, E5, E52
Estimating the Structure of the Payment Network in the LVTS: An Application of Estimating Communities in Network Data Staff Working Paper 2010-13 James Chapman, Nellie Zhang In the Canadian large value payment system an important goal is to understand how liquidity is transferred through the system and hence how efficient the system is in settling payments. Understanding the structure of the underlying network of relationships between participants in the payment system is a crucial step in achieving the goal. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Payment clearing and settlement systems JEL Code(s): C, C1, C11, D, D8, D85, G, G2, G20
Competition for Exclusivity and Customer Lock-in: Evidence from Copyright Enforcement in China Staff Working Paper 2023-43 Youming Liu This paper studies the music streaming industry and argues that having exclusive rights granted by copyright law drives firms to offer exclusive content to lock in customers. I employ theoretical and descriptive empirical analysis, along with a dynamic structural model, to support the argument and explore policies for improving competition. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Firm dynamics, Market structure and pricing JEL Code(s): L, L1, L13, L4, L42, L5, L51
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 Research Topic(s): Housing, Monetary policy, Monetary policy transmission JEL Code(s): E, E3, E31, E32, E5, E52, F, F4, F45
Credit Market Frictions and Sudden Stops Staff Working Paper 2014-49 Yuko Imura Financial crises in emerging economies in the 1980s and 1990s often entailed abrupt declines in foreign capital inflows, improvements in trade balance, and large declines in output and total factor productivity (TFP). Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Financial markets, International topics JEL Code(s): E, E2, E22, E3, E32, F, F4, F41, G, G0, G01