Real Time Detection of Structural Breaks in GARCH Models Staff Working Paper 2009-31 Zhongfang He, John M. Maheu A sequential Monte Carlo method for estimating GARCH models subject to an unknown number of structural breaks is proposed. Particle filtering techniques allow for fast and efficient updates of posterior quantities and forecasts in real time. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C11, C15, C2, C22, C5, C53
Electronic Transactions as High-Frequency Indicators of Economic Activity Staff Working Paper 2007-58 John Galbraith, Greg Tkacz Since the advent of standard national accounts data over 60 years ago, economists have traditionally relied on monthly or quarterly data supplied by central statistical agencies for macroeconomic modelling and forecasting. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): E, E1, E17, E2, E27, E6, E66
Heterogeneity and Monetary Policy: A Thematic Review Staff Discussion Paper 2022-2 Felipe Alves, Christian Bustamante, Xing Guo, Katya Kartashova, Soyoung Lee, Thomas Michael Pugh, Kurt See, Yaz Terajima, Alexander Ueberfeldt The theory that rich economic diversity of businesses and households both affects and is shaped by economy-wide fluctuations has strong implications for monetary policy. This review places these insights in a Canadian context. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Monetary policy and uncertainty, Monetary policy transmission JEL Code(s): D, D2, D25, D3, D31, E, E2, E22, E24, E5, E50, E52
Trends in Firm Entry and New Entrepreneurship in Canada Staff Discussion Paper 2015-11 Shutao Cao, Mohanad Salameh, Mai Seki, Pierre St-Amant Recently released data show downward trends for both the firm entry rate and the rate of new entrepreneurship since the early 1980s in Canada. This paper documents these trends and discusses potential explanations. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Firm dynamics, Market structure and pricing, Productivity JEL Code(s): L, L1, L11, M, M1, M13
May 13, 2014 The Canadian Dollar as a Reserve Currency Bank of Canada Review - Spring 2014 Lukasz Pomorski, Francisco Rivadeneyra, Eric Wolfe This article provides an overview of the growth of Canadian-dollar-denominated assets in official foreign reserves. Based on International Monetary Fund data and on internal Bank of Canada analysis, we estimate that the total reserve holdings of Canadian-dollar assets increased from negligible levels before 2008 to around US$200 billion in the third quarter of 2013. We discuss the determinants of this increase, as well as its potential impact on Canadian debt markets, for example, lower yields and therefore reduced financing costs for the Government of Canada, and the possible negative impact on market liquidity. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Central bank research, Foreign reserves management, Recent economic and financial developments JEL Code(s): E, E5, E58, F, F3, F31, G, G1, G12
Macroprudential Regulation and Systemic Capital Requirements Staff Working Paper 2010-4 Céline Gauthier, Alfred Lehar, Moez Souissi In the aftermath of the financial crisis, there is interest in reforming bank regulation such that capital requirements are more closely linked to a bank's contribution to the overall risk of the financial system. In our paper we compare alternative mechanisms for allocating the overall risk of a banking system to its member banks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability JEL Code(s): C, C1, C15, C8, C81, E, E4, E44, G, G2, G21
November 15, 2012 Access, Competition and Risk in Centrally Cleared Markets Bank of Canada Review - Autumn 2012 Jean-Sébastien Fontaine, Héctor Pérez Saiz, Joshua Slive Central counterparties can make over-the-counter markets more resilient and reduce systemic risk by mitigating and managing counterparty credit risk. These benefits are maximized when access to central counterparties is available to a wide range of market participants. In an over-the-counter market, there is an important trade-off between risk and competition. A model of an over-the-counter market shows how risk and competition could be influenced by the incentives of market participants as they move to central clearing. In a centrally cleared market, there may be less risk when participation is high. This helps to explain why regulators have put in place requirements for fair, open and risk-based access criteria. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial markets, Financial system regulation and policies, Market structure and pricing JEL Code(s): G, G1, G18, G2, G21, L, L1, L13
The Dynamic Behaviour of Canadian Imports and the Linear-Quadratic Model: Evidence Based on the Euler Equation Staff Working Paper 1994-6 Robert Amano, Tony S. Wirjanto We examine the ability of the simple linear-quadratic model under rational expectations to explain dynamic behaviour of aggregate Canadian imports. In contrast to authors of previous studies who examine dynamic behaviour using the LQ model, we estimate the structural parameters using the Euler equation in a limited information framework that does not require an explicit solution for the model's control variables in terms of the exogenous forcing variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Recent economic and financial developments
State-Dependent or Time-Dependent Pricing: Does It Matter for Recent U.S. Inflation? Staff Working Paper 2005-4 Peter J. Klenow, Oleksiy Kryvtsov Inflation equals the product of two terms: an extensive margin (the fraction of items with price changes) and an intensive margin (the average size of those changes). Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices JEL Code(s): E, E3, E31, E32