Detecting exuberance in house prices across Canadian cities Staff Analytical Note 2021-9 Ugochi Emenogu, Cars Hommes, Mikael Khan We introduce a model to detect periods of extrapolative house price expectations across Canadian cities. The House Price Exuberance Indicator can be updated on a quarterly basis to support the Bank of Canada’s broader assessment of housing market imbalances. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Econometric and statistical methods, Financial stability, Housing JEL Code(s): C, C5, C53, R, R2, R21, R3, R31
Classical Decomposition of Markowitz Portfolio Selection Staff Working Paper 2020-21 Christopher Demone, Olivia Di Matteo, Barbara Collignon In this study, we enhance Markowitz portfolio selection with graph theory for the analysis of two portfolios composed of either EU or US assets. Using a threshold-based decomposition of their respective covariance matrices, we perturb the level of risk in each portfolio and build the corresponding sets of graphs. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research JEL Code(s): C, C0, C02
When Lower Risk Increases Profit: Competition and Control of a Central Counterparty Staff Working Paper 2012-35 Jean-Sébastien Fontaine, Héctor Pérez Saiz, Joshua Slive We model the behavior of dealers in Over-the-Counter (OTC) derivatives markets where a small number of dealers trade with a continuum of heterogeneous clients (hedgers). Imperfect competition and (endogenous) default induce a familiar trade-off between competition and risk. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): G, G1, G10, G18
December 15, 2016 Monitoring Shadow Banking in Canada: A Hybrid Approach Financial System Review - December 2016 Bo Young Chang, Gitanjali Kumar, André Usche, Michael Januska In Monitoring Shadow Banking in Canada: A Hybrid Approach, Bo Young Chang, Michael Januska, Gitanjali Kumar and André Usche discuss how lending that occurs outside the traditional banking system provides benefits to the economy but must be monitored carefully for potential financial sector vulnerabilities. They describe how the Bank defines and measures shadow banking and how it assesses vulnerabilities in the sector, using an approach that examines both markets and entities. Content Type(s): Publications, Financial System Review articles Research Topic(s): Financial institutions, Financial markets, Financial stability JEL Code(s): G, G0, G01, G2, G23
Systemic Risk and Portfolio Diversification: Evidence from the Futures Market Staff Working Paper 2021-50 Radoslav Raykov This paper explores how the Canadian futures market contributed to banks’ systemic risk during the 2008 financial crisis. It finds that core banks as a whole traded against the periphery, in this way increasing their risk of simultaneous losses. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial markets JEL Code(s): G, G1, G10, G2, G20
Shift Contagion in Asset Markets Staff Working Paper 2003-5 Toni Gravelle, Maral Kichian, James Morley The authors develop a new methodology to investigate how crises cause the relationship between financial variables to change. Two possible sources of increased co-movement between markets during high-variance episodes are considered: larger common shocks operating through standard market linkages, and a structural change in the propagation of shocks between markets, called "shift contagion." Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C3, C32, F, F4, F42, G, G1, G15
A Dynamic Factor Model for Commodity Prices Staff Analytical Note 2017-12 Doga Bilgin, Reinhard Ellwanger In this note, we present the Commodities Factor Model (CFM), a dynamic factor model for a large cross-section of energy and non-energy commodity prices. The model decomposes price changes in commodities into a common “global” component, a “block” component confined to subgroups of economically related commodities and an idiosyncratic price shock component. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Econometric and statistical methods, Recent economic and financial developments JEL Code(s): C, C5, C51, Q, Q0, Q02
Price Discounts and Cheapflation During the Post-Pandemic Inflation Surge Staff Working Paper 2024-31 Alberto Cavallo, Oleksiy Kryvtsov We study how price variation within a store changes with inflation, and whether households exploit these changes to reduce the burden of inflation. We find that price changes from discounts mitigated the inflation burden while cheapflation exacerbated it. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Inflation: costs and benefits, Market structure and pricing JEL Code(s): E, E2, E21, E3, E30, E31, L, L8, L81
Le PIB potentiel des États-Unis et ses déterminants : la productivité de la main-d'oeuvre et le taux d'activité Staff Working Paper 1998-13 René Lalonde This study has three main objectives: first, to determine whether the good performance of the U.S. economy observed in recent years is attributable to an upsurge in potential GDP; second, to identify the variables related to aggregate supply, whose trend might explain the evolution in economic potential; finally, to observe whether, despite everything, the American […] Content Type(s): Staff research, Staff working papers
Monetary Policy Tradeoffs Between Financial Stability and Price Stability Staff Working Paper 2016-49 Malik Shukayev, Alexander Ueberfeldt We analyze the impact of interest rate policy on financial stability in an environment where banks can experience runs on their short-term liabilities, forcing them to sell assets at fire-sale prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Monetary policy framework, Monetary policy transmission JEL Code(s): D, D6, D62, E, E3, E32, E4, E44, G, G0, G01