Steps in Applying Extreme Value Theory to Finance: A Review Staff Working Paper 2000-20 Younes Bensalah Extreme value theory (EVT) has been applied in fields such as hydrology and insurance. It is a tool used to consider probabilities associated with extreme and thus rare events. EVT is useful in modelling the impact of crashes or situations of extreme stress on investor portfolios. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): C, C0, C4, C5, G, G1
Natural disasters and inflation in Canada Staff Analytical Note 2025-8 Thibaut Duprey, Victoria Fernandes How do storms, floods and wildfires affect consumer prices? In the short term, natural disasters can significantly increase volatility in Canada-wide inflation. Over the long term, natural disasters influence inflation in shelter prices, especially when provincial output is already weak relative to trend. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Climate change, Inflation and prices JEL Code(s): E, E3, E31, Q, Q5, Q54
Forecasting Commodity Prices: GARCH, Jumps, and Mean Reversion Staff Working Paper 2006-14 Jean-Thomas Bernard, Lynda Khalaf, Maral Kichian, Sebastien McMahon Fluctuations in the prices of various natural resource products are of concern in both policy and business circles; hence, it is important to develop accurate price forecasts. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C52, C53, E, E3, E37
Timing of Banks’ Loan Loss Provisioning During the Crisis Staff Working Paper 2016-27 Leo de Haan, Maarten van Oordt We estimate a panel error correction model for loan loss provisions, using unique supervisory data on flow of funds into and out of the allowance for loan losses of 25 Dutch banks in the post-2008 crisis period. We find that these banks aim for an allowance of 49% of impaired loans. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): G, G0, G01, G2, G21, G3, G32
August 19, 2010 Should Monetary Policy Be Used to Counteract Financial Imbalances? Bank of Canada Review - Summer 2010 Jean Boivin, Césaire Meh, Timothy Lane The authors examine whether monetary policy should and could do more to lean against financial imbalances (such as those associated with asset-price bubbles or unsustainable credit expansion) as they are building up, or whether its role should be limited to cleaning up the economic consequences as the imbalances unwind. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial system regulation and policies, Monetary policy framework
Interpreting Volatility Shocks as Preference Shocks Staff Working Paper 2016-45 Shaofeng Xu This paper examines the relationship between volatility shocks and preference shocks in an analytically tractable endogenous growth model with recursive preferences and stochastic volatility. I show that there exists an explicit mapping between volatility shocks and preference shocks, and a rise in volatility generates the same impulse responses of macroeconomic aggregates as a negative preference shock. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E2, E3
Blockchain-Based Settlement for Asset Trading Staff Working Paper 2018-45 Jonathan Chiu, Thorsten Koeppl Can securities be settled on a blockchain and, if so, what are the gains relative to existing settlement systems? We consider a blockchain that ensures delivery versus payment by linking transfers of assets with payments and operates using a proof-of-work protocol. The main benefit of a blockchain is faster and more flexible settlement, whereas the challenge is to avoid settlement fails when participants fork the chain to get rid of trading losses. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Economic models, Financial markets, Payment clearing and settlement systems JEL Code(s): G, G2, H, H4, P, P4, P43
Canadian Labour Market Dispersion: Mind the (Shrinking) Gap Staff Analytical Note 2016-3 David Amirault, Naveen Rai Shocks to a currency area can and often do have asymmetric impacts on its regions that, in the absence of perfect labour mobility, lead to gaps in relative labour market performance. Witness, for example, the effects of the 2008/09 recession and subsequent financial crisis in Europe on the dispersion of employment rates across the euro area – and to a lesser extent the United States. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Labour markets, Regional economic developments JEL Code(s): J, J0, J01, R, R2, R23
Credit Market Frictions and Sudden Stops Staff Working Paper 2014-49 Yuko Imura Financial crises in emerging economies in the 1980s and 1990s often entailed abrupt declines in foreign capital inflows, improvements in trade balance, and large declines in output and total factor productivity (TFP). Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Financial markets, International topics JEL Code(s): E, E2, E22, E3, E32, F, F4, F41, G, G0, G01
The Optimal Level of the Inflation Target: A Selective Review of the Literature and Outstanding Issues Staff Discussion Paper 2015-8 Oleksiy Kryvtsov, Rhys R. Mendes Bank of Canada research done prior to the most recent renewal of the inflation-control agreement in 2011 concluded that the benefits associated with a target below 2 per cent were insufficient to justify the increased risk of being constrained by the zero lower bound (ZLB) on nominal interest rates. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Inflation targets, Inflation: costs and benefits, Monetary policy framework JEL Code(s): E, E5, E52, E58