Is This Normal? The Cost of Assuming that Derivatives Have Normal Returns Staff Working Paper 2024-46 Radoslav Raykov Derivatives exchanges often determine collateral requirements, which are fundamental to market safety, with dated risk models assuming normal returns. However, derivatives returns are heavy-tailed, which leads to the systematic under-collection of collateral (margin). This paper uses extreme value theory (EVT) to evaluate the cost of this margin inadequacy to market participants in the event of default. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): G, G1, G10, G11, G2, G20
Growth in Emerging Market Economies and the Commodity Boom of 2003–2008: Evidence from Growth Forecast Revisions Staff Working Paper 2012-8 Elif Arbatli, Garima Vasishtha Demand for industrial raw materials from emerging economies, particularly emerging Asia, is widely believed to have fueled the surge in oil and industrial commodity prices during 2002-2008. The paper first presents a simple storage model in which commodity prices respond to market participant’s changing expectations of the future macroeconomic environment. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): Q, Q4, Q41, Q43
The Evolution of Unobserved Skill Returns in the U.S.: A New Approach Using Panel Data Staff Working Paper 2017-61 Lance Lochner, Youngmin Park, Youngki Shin Economists disagree about the factors driving the substantial increase in residual wage inequality in the United States over the past few decades. To identify changes in the returns to unobserved skills, we make a novel assumption about the dynamics of skills (especially among older workers) rather than about the stability of skill distributions across cohorts, as is standard. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Labour markets JEL Code(s): C, C2, C23, J, J2, J24, J3, J31
November 21, 2004 Summary of the G-20 Workshop on Developing Strong Domestic Financial Markets, 26-27 April 2004 Bank of Canada Review - Autumn 2004 Joerg Stephan, James Powell, Robert Lafrance, James Haley G-20 representatives, academics, market participants, and members of international financial institutions were brought together in Ottawa to explore the connection between robust financial markets and economic growth and development, share experiences, and to develop policy recommendations, where possible. Participants identified several areas they deemed critical for fostering strong domestic financial markets and reducing external vulnerability: sound macroeconomics policies, strengthened financial infrastructures and banking systems, and exchange rate flexibility for countries with widely open capital accounts. Papers presented in the six sessions and keynote address highlighted a number of issues, including currency mismatches, the sequence of financial liberalization and supervisory reforms, the development of local financial markets, infrastructure building and governance, and appropriate incentives. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Development economics, Financial institutions, International topics
Debt-Relief Programs and Money Left on the Table: Evidence from Canada's Response to COVID-19 Staff Working Paper 2021-13 Jason Allen, Robert Clark, Shaoteng Li, Nicolas Vincent During the COVID-19 pandemic, Canadian financial institutions offered debt-relief programs to help borrowers cope with job losses and economic insecurity. We consider the low take-up rates for these programs and suggest that to be effective, such programs must be visible and easy to use. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Credit and credit aggregates, Debt management JEL Code(s): G, G3, G31, H, H5
Survey of Price-Setting Behaviour of Canadian Companies Staff Working Paper 2006-35 David Amirault, Carolyn Kwan, Gordon Wilkinson In many mainstream macroeconomic models, sticky prices play an important role in explaining the effects of monetary policy on the economy. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Monetary policy transmission JEL Code(s): D, D4, D40, E, E3, E30, L, L1, L11
February 15, 2018 Anchoring Expectations: Canada’s Approach to Price Stability Remarks Lawrence L. Schembri Manitoba Association for Business Economists Winnipeg, Manitoba Deputy Governor Lawrence Schembri examines the success of the Bank’s monetary policy framework and explains the review being undertaken before its renewal in 2021. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Credibility, Fiscal policy, Inflation and prices, Inflation targets, Monetary policy framework
A Stochastic Volatility Model with Conditional Skewness Staff Working Paper 2011-20 Bruno Feunou, Roméo Tedongap We develop a discrete-time affine stochastic volatility model with time-varying conditional skewness (SVS). Importantly, we disentangle the dynamics of conditional volatility and conditional skewness in a coherent way. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): C, C1, C5, G, G1, G12
Forecasting the Real Price of Oil in a Changing World: A Forecast Combination Approach Staff Working Paper 2013-28 Christiane Baumeister, Lutz Kilian The U.S. Energy Information Administration regularly publishes short-term forecasts of the price of crude oil. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C53, E, E3, E32, Q, Q4, Q43
Uncertainty and the Specificity of Human Capital Staff Working Paper 2007-57 Martin Gervais, Igor Livshits, Césaire Meh This paper studies the choice between general and specific human capital. A trade-off arises because general human capital, while less productive, can easily be reallocated across firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): D, D9, D92, J, J2, J24, J4, J41, J6, J62