Volatility Forecasting when the Noise Variance Is Time-Varying Staff Working Paper 2013-48 Selma Chaker, Nour Meddahi This paper explores the volatility forecasting implications of a model in which the friction in high-frequency prices is related to the true underlying volatility. The contribution of this paper is to propose a framework under which the realized variance may improve volatility forecasting if the noise variance is related to the true return volatility. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C14, C5, C51, C58
Optimal Monetary Policy and Price Stability Over the Long-Run Staff Working Paper 2007-26 Oleksiy Kryvtsov, Malik Shukayev, Alexander Ueberfeldt This paper examines the role of monetary policy in an environment with aggregate risk and incomplete markets. In a two-period overlapping-generations model with aggregate uncertainty and nominal bonds, optimal monetary policy attains the ex-ante Pareto optimal allocation. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy framework JEL Code(s): E, E5
Pricing Interest Rate Derivatives in a Non-Parametric Two-Factor Term-Structure Model Staff Working Paper 1999-19 John Knight, Fuchun Li, Mingwei Yuan Diffusion functions in term-structure models are measures of uncertainty about future price movements and are directly related to the risk associated with holding financial securities. Correct specification of diffusion functions is crucial in pricing options and other derivative securities. In contrast to the standard parametric two-factor models, we propose a non-parametric two-factor term-structure model that […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C1, C14, C2, C22, G, G1, G13
March 9, 2010 Monetary Policy Rules in an Uncertain Environment Bank of Canada Review - Spring 2010 Gino Cateau, Stephen Murchison This article examines recent research on the influence of various forms of economic uncertainty on the performance of different classes of monetary policy rules: from simple rules to fully optimal monetary policy under commitment. The authors explain why uncertainty matters in the design of monetary policy rules and provide quantitative examples from the recent literature. They also present results for several policy rules in ToTEM, the Bank of Canada's main model for projection and analysis, including rules that respond to price level, rather than to inflation. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Econometric and statistical methods, Economic models, Monetary policy and uncertainty, Monetary policy framework
February 8, 2018 At the Crossroads: Innovation and Inclusive Growth Remarks Carolyn A. Wilkins G7 Symposium on Innovation and Inclusive Growth Montebello, Quebec Senior Deputy Governor Carolyn A. Wilkins discusses technological progress and how policy-makers can harness it for economic growth that benefits everyone. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, International topics, Labour markets, Market structure and pricing, Productivity, Recent economic and financial developments
Testing Linear Factor Pricing Models with Large Cross-Sections: A Distribution-Free Approach Staff Working Paper 2010-36 Sermin Gungor, Richard Luger We develop a finite-sample procedure to test the beta-pricing representation of linear factor pricing models that is applicable even if the number of test assets is greater than the length of the time series. Our distribution-free framework leaves open the possibility of unknown forms of non-normalities, heteroskedasticity, time-varying correlations, and even outliers in the asset returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C12, C14, C3, C33, G, G1, G11, G12
A Comparison of Twelve Macroeconomic Models of the Canadian Economy Technical Report No. 94 Denise Côté, John Kuszczak, Jean-Paul Lam, Ying Liu, Pierre St-Amant In this report, the authors examine and compare twelve private and public sector models of the Canadian economy with respect to their paradigm, structure, and dynamic properties. These open-economy models can be grouped into two economic paradigms. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models, Monetary policy and uncertainty JEL Code(s): C, C5, E, E5, E52, E58
COVID-19 Crisis: Lessons Learned for Future Policy Research Staff Discussion Paper 2021-2 Jean-Sébastien Fontaine, Corey Garriott, Jesse Johal, Jessica Lee, Andreas Uthemann One year later, we review the events that took place in Canadian fixed-income markets at the beginning of the COVID-19 crisis and propose potential policy research questions for future work. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Coronavirus disease (COVID-19), Financial markets, Monetary policy JEL Code(s): D, D4, D47, E, E4, E41, E5, G, G0, G01, G1, G14, G2, G20, G21, G23
June 11, 2015 Financial System Review - June 2015 The Reports section of the Financial System Review examines selected issues of relevance to the Canadian and global financial systems. The June 2015 issue features two reports summarizing recent work by Bank of Canada staff on specific financial sector policies. Content Type(s): Publications, Financial Stability Report
Risk Sharing in the Presence of a Public Good Staff Working Paper 2015-27 Josef Schroth This paper studies an economy where agents can spend resources on consuming a private good and on funding a public good. There is asymmetric information regarding agents’ relative preference for private versus public good consumption. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Financial system regulation and policies, Fiscal policy JEL Code(s): D, D8, D82, D86, E, E6, E62, H, H2, H21, H23, H7, H77