Linear and Threshold Forecasts of Output and Inflation with Stock and Housing Prices Staff Working Paper 2006-25 Greg Tkacz, Carolyn A. Wilkins The authors examine whether simple measures of Canadian equity and housing price misalignments contain leading information about output growth and inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Inflation and prices JEL Code(s): C, C5, C53, E, E4
Forecasting GDP Growth Using Artificial Neural Networks Staff Working Paper 1999-3 Greg Tkacz, Sarah Hu Financial and monetary variables have long been known to contain useful leading information regarding economic activity. In this paper, the authors wish to determine whether the forecasting performance of such variables can be improved using neural network models. The main findings are that, at the 1-quarter forecasting horizon, neural networks yield no significant forecast improvements. […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Monetary and financial indicators JEL Code(s): C, C4, C45, E, E3, E37, E4, E44
Dismiss the Gap? A Real-Time Assessment of the Usefulness of Canadian Output Gaps in Forecasting Inflation Staff Working Paper 2018-10 Lise Pichette, Marie-Noëlle Robitaille, Mohanad Salameh, Pierre St-Amant We use a new real-time database for Canada to study various output gap measures. This includes recently developed measures based on models incorporating many variables as inputs (and therefore requiring real-time data for many variables). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices, Potential output JEL Code(s): C, C5, C53, E, E3, E37
National Saving–Investment Dynamics and International Capital Mobility Staff Working Paper 2004-14 Florian Pelgrin, Sebastian Schich The authors analyze the dynamics of national saving–investment relationships to determine the degree of international capital mobility. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics JEL Code(s): C, C2, C23, F, F3, F31
August 18, 2011 Developing a Medium-Term Debt-Management Strategy for the Government of Canada Bank of Canada Review - Summer 2011 Marc Larson, Étienne Lessard As the Government of Canada’s fiscal agent, the Bank of Canada provides strategic policy advice on the management of the government’s debt, in addition to being responsible for conducting debt-management operations. In this article, the authors review the evolution of the debt strategy over the past 20 years and outline the complex process of developing a sound strategy that balances various cost and risk considerations. This includes an examination of the tools and practices used to develop the new medium-term debt-management strategy, such as the modelling approach involved, market consultations and various debt-management metrics. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Debt management, Economic models
June 20, 2008 The Canadian Debt-Strategy Model Bank of Canada Review - Summer 2008 David Bolder In its role as fiscal agent to the government, the Bank of Canada provides analysis and advice on decisions about the government's domestic debt portfolio. Debt-management decisions depend on assumptions about future interest rates, macroeconomic outcomes, and fiscal policy, yet when a debt-strategy decision is taken, none of these factors can be known with certainty. Moreover, the government has various financing options (i.e., treasury bills, nominal bonds, and inflation-linked bonds) to meet its objectives of minimizing debt-service charges while simultaneously ensuring a prudent risk profile and well-functioning government securities markets. Bank of Canada staff have therefore developed a mathematical model to assist in the decision-making process. This article describes the key aspects of the debt manager's challenge and the principal assumptions incorporated in the debt-strategy model, illustrated with specific results. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Debt management, Economic models, Fiscal policy
Forecasting with Many Models: Model Confidence Sets and Forecast Combination Staff Working Paper 2013-11 Jon D. Samuels, Rodrigo Sekkel A longstanding finding in the forecasting literature is that averaging forecasts from different models often improves upon forecasts based on a single model, with equal weight averaging working particularly well. This paper analyzes the effects of trimming the set of models prior to averaging. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53
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
December 23, 2004 A Survey of the Price-Setting Behaviour of Canadian Companies Bank of Canada Review - Winter 2004-2005 David Amirault, Carolyn Kwan, Gordon Wilkinson To better understand price-setting behaviour in the Canadian economy, the Bank of Canada's regional offices surveyed a representative sample of 170 firms between July 2002 and March 2003. The authors discuss the reasons behind the survey, the methodology used to develop the questionnaire and conduct the interviews, and summarize the results. The study also assessed several explanations for holding prices steady despite market pressures for a change. The survey findings indicate that prices in Canada are relatively flexible and have become more flexible over the past decade. Price stickiness was generally found to originate in firms' fears of antagonizing customers or disturbing the goodwill or reputation developed with them. A detailed discussion of the results includes a consideration of their implications for monetary policy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Monetary policy transmission
The Impact of Liquidity on Bank Profitability Staff Working Paper 2010-38 Étienne Bordeleau, Christopher Graham The recent crisis has underlined the importance of sound bank liquidity management. In response, regulators are devising new liquidity standards with the aim of making the financial system more stable and resilient. In this paper, the authors analyse the impact of liquid asset holdings on bank profitability for a sample of large U.S. and Canadian banks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): G, G2, G21, G3, G32, G33