A Consistent Test for Multivariate Conditional Distributions Staff Working Paper 2009-34 Fuchun Li, Greg Tkacz We propose a new test for a multivariate parametric conditional distribution of a vector of variables yt given a conditional vector xt. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C12, C2, C22
August 17, 2001 The Changing Effects of Energy-Price Shocks on Economic Activity and Inflation Bank of Canada Review - Summer 2001 Gerald Stuber In this article the author examines the effects that major changes in energy prices in recent years have had on inflation and on the pace of economic expansion. These are then compared with the effects of the oil-price shocks that occurred in the 1970s and early 1980s. Changes in the intensity of energy use are examined, as well as developments in Canada's merchandise trade surplus in energy commodities and products. The author also considers the effects that a monetary policy anchored to low and stable inflation could have on price-setting behaviour and thus on the pass-through of higher energy costs to core inflation in Canada and in other industrial countries. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Business fluctuations and cycles
COVID-19 and bond market liquidity: alert, isolation and recovery Staff Analytical Note 2020-14 Jean-Sébastien Fontaine, Hayden Ford, Adrian Walton The disruption due to COVID-19 reverberated through the bond markets in three phases. In the first phase, dealers met the rising demand for liquidity. In the second, dealers reduced the supply of liquidity, and trading conditions worsened significantly. Finally, the market returned to relative stability following several interventions by the Bank of Canada. Content Type(s): Staff research, Staff analytical notes Topic(s): Coronavirus disease (COVID-19), Financial markets, Monetary policy JEL Code(s): E, E4
International House Price Cycles, Monetary Policy and Risk Premiums Staff Working Paper 2014-54 Gregory Bauer Using a panel logit framework, the paper provides an estimate of the likelihood of a house price correction in 18 OECD countries. The analysis shows that a simple measure of the degree of house price overvaluation contains a lot of information about subsequent price reversals. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Housing JEL Code(s): C, C2, E, E4, E43, R, R2, R21
Modelling Risk Premiums in Equity and Foreign Exchange Markets Staff Working Paper 2000-9 René Garcia, Maral Kichian The observed predictability of excess returns in equity and foreign exchange markets has largely been attributed to the presence of time-varying risk premiums in these markets. For example, excess equity returns were found to be explained by various financial and economic variables. Content Type(s): Staff research, Staff working papers Topic(s): Exchange rates, Financial markets, Market structure and pricing JEL Code(s): E, E4, E44, F, F3, F31, G, G1, G12, G15
Price Competition and Concentration in Search and Negotiation Markets: Evidence from Mortgage Lending Staff Working Paper 2012-4 Jason Allen, Robert Clark, Jean-François Houde This paper examines the impact of bank consolidation on mortgage rates in order to evaluate the extent to which mortgage markets are competitive. Mortgage markets are decentralized and so rates are determined through a search and negotiation process. Content Type(s): Staff research, Staff working papers Topic(s): Financial institutions, Financial services, Interest rates JEL Code(s): G, G2, L, L1
June 17, 2008 A Tool for Assessing Financial Vulnerabilities in the Household Sector Bank of Canada Review - Summer 2008 Shubhasis Dey, Ramdane Djoudad, Yaz Terajima In this article, the authors build on the framework used in the Bank of Canada's Financial System Review to assess the evolution of household indebtedness and financial vulnerabilities in response to changing economic conditions. To achieve this, they first compare two microdata sets generated by Ipsos Reid's Canadian Financial Monitor and Statistics Canada's Survey of Financial Security. They find that the surveys are broadly comparable, despite methodological differences. This enables them to use the combined information content for the identification of the threshold value of the debt-service ratio (DSR). The article then presents an innovative framework that uses household-level microdata to simulate changes in the distribution of the DSR under various stress scenarios. The authors show how this framework can be used by analyzing the effects of two different scenarios on the distribution of the debt-service ratio and the impact on vulnerable households. This tool will enable researchers to refine their analyses of current risks to the financial health of Canadian households. The article concludes with comments on future directions for refining the Bank's analyses of household sector risk. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Econometric and statistical methods, Economic models, Financial stability
November 16, 2017 Factors Behind the 2014 Oil Price Decline Bank of Canada Review - Autumn 2017 Reinhard Ellwanger, Benjamin Sawatzky, Konrad Zmitrowicz Oil prices have declined sharply over the past three years. While both supply and demand factors played a role in the large oil price decline of 2014, global supply growth seems to have been the predominant force. The most important drivers were likely the surprising growth of US shale oil production, the output decisions of the Organization of the Petro-leum Exporting Countries and the weaker-than-expected global growth that followed the 2009 global financial crisis. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Business fluctuations and cycles, International topics, Recent economic and financial developments JEL Code(s): Q, Q4, Q41, Q43
October 19, 2020 Backgrounder on the Business Outlook Survey question on wage growth Starting with the 2020 autumn survey, the results from a question on labour cost growth are being included in the Business Outlook Survey. This document describes the question and presents the correlations between the responses and various measures of wages and employment. Content Type(s): Background materials
Inflation Expectations and Learning about Monetary Policy Staff Working Paper 2002-30 David Andolfatto, Scott Hendry, Kevin Moran Various measures indicate that inflation expectations evolve sluggishly relative to actual inflation. In addition, they often fail conventional tests of unbiasedness. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E4, E47, E5, E52, E58