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
August 16, 2012 Bank of Canada Review - Summer 2012 This issue features three articles that present research and analysis by Bank of Canada staff. The first updates previous Bank estimates of measurement bias in the Canadian consumer price index; the second uses a new term-structure model to analyze the relationship between the short-term policy rate and long-term interest rates; and the third examines indicators of balance-sheet risks at financial institutions in Canada. Content Type(s): Publications, Bank of Canada Review
Computing the Accuracy of Complex Non-Random Sampling Methods: The Case of the Bank of Canada's Business Outlook Survey Staff Working Paper 2009-10 Daniel de Munnik, David Dupuis, Mark Illing A number of central banks publish their own business conditions survey based on non-random sampling methods. The results of these surveys influence monetary policy decisions and thus affect expectations in financial markets. To date, however, no one has computed the statistical accuracy of these surveys because their respective non-random sampling method renders this assessment non-trivial. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Econometric and statistical methods, Regional economic developments JEL Code(s): C, C4, C8, C81, C9, C90
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
Educational Spillovers: Does One Size Fit All? Staff Working Paper 2005-10 Robert Baumann, Raphael Solomon In a search model of production, where agents accumulate heterogeneous amounts of human capital, an individual worker's wage depends on average human capital in the searching population. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): I, I2, I29, J, J2, J24, J3, J31
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
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
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
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
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