Reassessing Trade Barriers with Global Value Chains Staff Working Paper 2019-19 Yuko Imura This paper provides a systematic, quantitative analysis of the short-run and long-run effects of various trade-restricting policies in the presence of global value chains and multinational production. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Firm dynamics, International topics, Trade integration JEL Code(s): F, F1, F12, F13, F4, F41
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
House Prices, Consumption and the Role of Non-Mortgage Debt Staff Working Paper 2013-2 Katya Kartashova, Ben Tomlin This paper examines the relationship between house prices and consumption, through the use of debt. Using unique Canadian household-level data that reports the uses of debt, we begin by looking at the relationship between house prices and debt. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Domestic demand and components JEL Code(s): D, D1, D10, D14, D3, D31, E, E2, E21
Fragility of Resale Markets for Securitized Assets and Policy of Asset Purchases Staff Working Paper 2016-46 Martin Kuncl Markets for securitized assets were characterized by high liquidity prior to the recent financial crisis and by a sudden market dry-up at the onset of the crisis. A general equilibrium model with heterogeneous investment opportunities and information frictions predicts that, in boom periods or mild recessions, the degree of adverse selection in resale markets for securitized assets is limited because of the reputation-based guarantees by asset originators. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Economic models, Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): E, E3, E32, E5, G, G0, G01, G2
Banking Regulation and Market Making Staff Working Paper 2017-7 David Cimon, Corey Garriott We model how securities dealers respond to regulations on leverage, position and liquidity such as those imposed by the Basel III framework. We show that while asset prices exhibit greater price impact, bid-ask spreads do not change and trading volumes may even increase. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial system regulation and policies, Market structure and pricing JEL Code(s): G, G1, G14, G2, G20, L, L1, L10
April 24, 2005 Bank of Canada Review - Spring 2005 Cover page Moroccan Coin Moulds This bronze mould from Morocco is part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
Firm-level Investment Under Imperfect Capital Markets in Ukraine Staff Working Paper 2019-14 Oleksandr Shcherbakov This paper develops and estimates a model of firm-level fixed capital investment when firms face borrowing constraints. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Economic models, Firm dynamics JEL Code(s): C, C6, C61, C63, D, D2, D24, G, G3, G31
Home Equity Extraction and the Boom-Bust Cycle in Consumption and Residential Investment Staff Working Paper 2018-6 Xiaoqing Zhou The consumption boom-bust cycle in the 2000s coincided with large fluctuations in the volume of home equity borrowing. Contrary to conventional wisdom, I show that homeowners largely borrowed for residential investment and not consumption. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Economic models, Housing JEL Code(s): D, D1, E, E2, E3
Managing Adverse Dependence for Portfolios of Collateral in Financial Infrastructures Staff Working Paper 2007-25 Alejandro García, Ramazan Gençay We propose a framework that allows a portfolio manager to quantify the probability of simultaneous losses in multiple assets of a collateral portfolio. Using this framework, we propose a methodology to conduct stress tests on the market value of the portfolio of collateral when undesirable extreme dependence occurs. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets, Financial stability JEL Code(s): C, C1, C10, G, G0, G00, G1, G10
Can the Business Outlook Survey Help Improve Estimates of the Canadian Output Gap? Staff Discussion Paper 2020-14 Calista Cheung, Luke Frymire, Lise Pichette We investigate whether questions in the Bank of Canada’s Business Outlook Survey can provide useful signals for the output gap. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Business fluctuations and cycles, Central bank research, Economic models, Monetary policy and uncertainty, Potential output JEL Code(s): E, E3