The Impact of Recent Policy Changes on the Canadian Mortgage Market Staff analytical note 2018-35 Olga Bilyk, Maria teNyenhuis Recent policy changes are having a clear impact on the mortgage market. The number of new, highly indebted borrowers has fallen, and overall mortgage activity has slowed significantly. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D1, E, E4, G, G2, G21, G28 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial system regulation and oversight, Household and business credit
The Framework for Risk Identification and Assessment Technical report No. 113 Cameron MacDonald, Virginie Traclet Risk assessment models are an important component of the Bank’s analytical tool kit for assessing the resilience of the financial system. We describe the Framework for Risk Identification and Assessment (FRIDA), a suite of models developed at the Bank of Canada to quantify the impact of financial stability risks to the broader economy and a range of financial system participants (households, businesses and banks). Content Type(s): Staff research, Technical reports JEL Code(s): C, C3, C5, C6, C7, D, D1, E, E0, E00, E2, E27, E3, E37, E4, E47, G, G0, G2, G21 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Models and tools, Economic models
A Look Inside the Box: Combining Aggregate and Marginal Distributions to Identify Joint Distributions Staff working paper 2018-29 Marie-Hélène Felt This paper proposes a method for estimating the joint distribution of two or more variables when only their marginal distributions and the distribution of their aggregates are observed. Nonparametric identification is achieved by modelling dependence using a latent common-factor structure. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, D, D1, D14, E, E4, E41 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Cash and bank notes
Interest Rate and Renewal Risk for Mortgages Staff analytical note 2018-18 Olga Bilyk, Cameron MacDonald, Brian Peterson In this note, we explore two types of risk faced by holders of mortgages and home equity lines of credit (HELOCs) in the context of rising interest rates: interest rate risk and renewal risk. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D1, E, E4, E5, G, G2, G21, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit
Did U.S. Consumers Respond to the 2014–2015 Oil Price Shock? Evidence from the Consumer Expenditure Survey Staff working paper 2018-13 Patrick Alexander, Louis Poirier The impact of oil price shocks on the U.S. economy is a topic of considerable debate. In this paper, we examine the response of U.S. consumers to the 2014–2015 negative oil price shock using representative survey data from the Consumer Expenditure Survey. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, E, E2, E21, Q, Q4, Q43 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
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 JEL Code(s): D, D1, E, E2, E3 Research Theme(s): Financial system, Household and business credit, Models and tools, Economic models, Monetary policy, Real economy and forecasting
Merchant Acceptance of Cash and Credit Cards at the Point of Sale Staff analytical note 2018-1 Ben Fung, Kim Huynh, Kerry Nield, Angelika Welte Recent data show that the use of credit cards in Canada has been increasing, while the use of cash has been declining. At the same time, only two-thirds of small or medium-sized businesses accept credit cards. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C2, D, D1, E, E4, E41 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Cash and bank notes, Retail payments
Recent Evolution of Canada’s Credit-to-GDP Gap: Measurement and Interpretation Staff analytical note 2017-25 Timothy Grieder, Dylan Hogg, Thibaut Duprey Over the past several years, the Bank for International Settlements has noted that Canada’s credit-to-GDP gap has widened and is above thresholds indicating future banking stress. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D1, E, E3, E32, G, G0, G01, G1, G2, G21, G3, G30 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit
A Barometer of Canadian Financial System Vulnerabilities Staff analytical note 2017-24 Thibaut Duprey, Tom Roberts This note presents a composite indicator of Canadian financial system vulnerabilities—the Vulnerabilities Barometer. It aims to complement the Bank of Canada’s vulnerabilities assessment by adding a quantitative and synthesized perspective to the more granular (distributional) analysis presented in the Financial System Review. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C1, C14, C4, C40, D, D1, D14, E, E3, E32, E6, E66, F, F0, F01, G, G0, G01, G1, G15, G2, G21, H, H6, H63 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Econometric, statistical and computational methods
November 28, 2017 Analysis of Household Vulnerabilities Using Loan-Level Mortgage Data Financial System Review - November 2017 Olga Bilyk, Alexander Ueberfeldt, Yang Xu This report examines detailed data on home mortgages to provide a better understanding of the vulnerabilities associated with the mortgage market. The proportion of low-ratio mortgages is growing, particularly in regions with strong house price growth. Moreover, these borrowers exhibit less flexibility to adverse shocks, since they have high debt levels relative to income and have taken mortgages with long amortization periods. Content Type(s): Publications, Financial System Review articles JEL Code(s): D, D1, D12, D14, G, G2, G21, G28