Non-Linearities, Model Uncertainty, and Macro Stress Testing Staff Working Paper 2008-30 Miroslav Misina, David Tessier A distinguishing feature of macro stress testing exercises is the use of macroeconomic models in scenario design and implementation. It is widely agreed that scenarios should be based on "rare but plausible" events that have either resulted in vulnerabilities in the past or could do so in the future. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability JEL Code(s): C, C1, C15, G, G2, G21, G3, G33
How to Predict Financial Stress? An Assessment of Markov Switching Models Staff Working Paper 2017-32 Benjamin Klaus, Thibaut Duprey This paper predicts phases of the financial cycle by using a continuous financial stress measure in a Markov switching framework. The debt service ratio and property market variables signal a transition to a high financial stress regime, while economic sentiment indicators provide signals for a transition to a tranquil state. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): C, C5, C54, G, G0, G01, G1, G15
Evaluating Alternative Measures of the Real Effective Exchange Rate Staff Working Paper 1998-20 Robert Lafrance, Patrick Osakwe, Pierre St-Amant This paper discusses the merits and shortcomings of alternative price indices used in constructing real effective exchange rate indices and examines the effects of different weighting schemes. It also compares selected measures of the real effective exchange rate in terms of their ability to explain movements in Canadian net exports and real output. The paper […] Content Type(s): Staff research, Staff working papers
The BoC-BoE Sovereign Default Database: What’s New in 2019? Staff Working Paper 2019-39 David Beers, Patrisha de Leon-Manlagnit Until recently, few efforts have been made to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. To help fill this gap, the Bank of Canada (BoC) developed a comprehensive database of sovereign defaults that is posted on its website and updated in partnership with the Bank of England (BoE). Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, Development economics, Financial stability, International financial markets JEL Code(s): F, F3, F34, G, G1, G10, G14, G15
Quantile VARs and Macroeconomic Risk Forecasting Staff Working Paper 2025-4 Stéphane Surprenant This paper provides an extensive evaluation of the performance of quantile vector autoregression (QVAR) to forecast macroeconomic risk. Generally, QVAR outperforms standard benchmark models. Moreover, QVAR and QVAR augmented with factors perform equally well. Both are adequate for modeling macroeconomic risks. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): C, C5, C53, C55, E, E3, E37
November 13, 2014 Recent Developments in Experimental Macroeconomics Bank of Canada Review - Autumn 2014 Robert Amano, Oleksiy Kryvtsov, Luba Petersen This article describes experimental economics, in general, and new developments in experimental macroeconomics, in particular. The approach has a clear niche in providing evidence on economic phenomena that cannot be observed directly or that are difficult to measure. Experimental work conducted by Bank of Canada economists has shed light on a number of issues important to monetary policy, such as the relative efficacy between price-level and inflation targeting, and the nature of inflation expectations formation. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Monetary policy framework JEL Code(s): C, C9, E, E3, E31, E5, E52
Characterization of the Dynamic Effects of Fiscal Shocks in a Small Open Economy Staff Working Paper 2004-41 Nooman Rebei The author studies the macroeconomic consequences of discretionary changes in the fiscal policy instruments for Canada. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Exchange rates, Fiscal policy JEL Code(s): E, E3, E32, E6, E62
June 25, 2005 Changes in the Indicator Properties of Narrow Monetary Aggregates Bank of Canada Review - Summer 2005 Tracy Chan, Ramdane Djoudad, Jackson Loi Although many countries have abandoned monetary targeting in recent decades, monetary aggregates are still useful indicators of future economic activity. Past research has shown that, compared with other monetary aggregates and expressed in real terms, net M1 and gross M1 have traditionally provided superior leading information for output growth. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Monetary aggregates, Monetary and financial indicators
Price Level versus Inflation Targeting under Model Uncertainty Staff Working Paper 2008-15 Gino Cateau The purpose of this paper is to make a quantitative contribution to the inflation versus price level targeting debate. It considers a policy-maker that can set policy either through an inflation targeting rule or a price level targeting rule to minimize a quadratic loss function using the actual projection model of the Bank of Canada (ToTEM). Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy and uncertainty JEL Code(s): D, D8, D81, E, E5, E58
The Macroeconomic Effects of Non-Zero Trend Inflation Staff Working Paper 2006-34 Robert Amano, Steve Ambler, Nooman Rebei The authors study the macroeconomic effects of non-zero trend inflation in a simple dynamic stochastic general-equilibrium model with sticky prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Inflation and prices, Inflation targets JEL Code(s): E, E2, E24, E3, E32