Machine learning for economics research: when, what and how Staff Analytical Note 2023-16 Ajit Desai This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Econometric and statistical methods, Economic models JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55
What COVID-19 May Leave Behind: Technology-Related Job Postings in Canada Staff Working Paper 2022-17 Alejandra Bellatin, Gabriela Galassi COVID-19 affects technology adoption: online job postings for technology-related occupations fall less during pandemic lockdowns and pick up faster during reopenings than postings for more traditional occupations. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Econometric and statistical methods, Labour markets JEL Code(s): J, J2, J23, J24, O, O1, O14
Labour Markets, Liquidity, and Monetary Policy Regimes Staff Working Paper 2002-32 David Andolfatto, Scott Hendry, Kevin Moran We develop an equilibrium model of the monetary policy transmission mechanism that highlights information frictions in the market for money and search frictions in the market for labour. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy and uncertainty, Monetary policy transmission JEL Code(s): E, E4, E5
The Impact of Emerging Asia on Commodity Prices Staff Working Paper 2007-55 Sylvie Morin, Calista Cheung Over the past 5 years, real energy and non-energy commodity prices have trended sharply higher. These relative price movements have had important implications for inflation and economic activity in both Canada and the rest of the world. China has accounted for the bulk of incremental demand for oil and many base metals over this period. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, International topics JEL Code(s): E, E3, F, F4, O, O1, O19, Q, Q1, Q11
Systematic Risk, Debt Maturity and the Term Structure of Credit Spreads Staff Working Paper 2012-27 Hui Chen, Yu Xu, Jun Yang We build a dynamic capital structure model to study the link between systematic risk exposure and debt maturity, as well as their joint impact on the term structure of credit spreads. Our model allows for time variation and lumpiness in the maturity structure. Relative to short-term debt, long-term debt is less prone to rollover risks, but its illiquidity raises the costs of financing. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Debt management JEL Code(s): G, G3, G32, G33
An Index of Financial Stress for Canada Staff Working Paper 2003-14 Mark Illing, Ying Liu The authors develop an index of financial stress for the Canadian financial system. Stress is defined as the force exerted on economic agents by uncertainty and changing expectations of loss in financial markets and institutions. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial markets JEL Code(s): E, E5, G, G1, G10
Testing Uncovered Interest Parity: A Continuous-Time Approach Staff Working Paper 2007-53 Antonio Diez de los Rios, Enrique Sentana Nowadays researchers can choose the sampling frequency of exchange rates and interest rates. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Exchange rates JEL Code(s): F, F3, F31, G, G1, G15
Government Corruption and Foreign Direct Investment Under the Threat of Expropriation Staff Working Paper 2016-13 Christopher Hajzler, Jonathan Rosborough Foreign investment is often constrained by two forms of political risk: expropriation and corruption. We examine the role of government corruption in foreign direct investment (FDI) when contracts are not fully transparent and investors face the threat of expropriation. Content Type(s): Staff research, Staff working papers Research Topic(s): Development economics, Economic models, International topics JEL Code(s): F, F2, F21, F23, F3, F34
December 20, 2010 Strengthening the Infrastructure of Over-the-Counter Derivatives Markets Financial System Review - December 2010 Carolyn A. Wilkins, Elizabeth Woodman Content Type(s): Publications, Financial System Review articles
A Blessing in Disguise: The Implications of High Global Oil Prices for the North American Market Staff Working Paper 2013-23 Ron Alquist, Justin-Damien Guénette We examine the implications of increased unconventional crude oil production in North America. This production increase has been made possible by the existence of alternative oil-recovery technologies and persistently elevated oil prices that make these technologies commercially viable. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics, Recent economic and financial developments JEL Code(s): Q, Q4, Q41, Q43, Q47