The Canadian Business Cycle: A Comparison of Models Staff Working Paper 2007-38 Frédérick Demers, Ryan Macdonald This paper examines the ability of linear and nonlinear models to replicate features of real Canadian GDP. We evaluate the models using various business-cycle metrics. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37
December 13, 1999 Feedback Rules for Inflation Control: An Overview of Recent Literature Bank of Canada Review - Winter 1999–2000 Agathe Côté, Jamie Armour Feedback rules are rules aimed at guiding policy-makers as they face the problem of keeping inflation close to a desired path without causing variability elsewhere in the economy. These rules link short-term interest rates, controlled by the central bank, to the rate of inflation and/or its deviation from a target rate. The authors describe the most popular types of feedback rules and review some simulation results. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Interest rates
Central Bank Communication That Works: Lessons from Lab Experiments Staff Working Paper 2019-21 Oleksiy Kryvtsov, Luba Petersen We use controlled laboratory experiments to test the causal effects of central bank communication on economic expectations and to distinguish the underlying mechanisms of those effects. In an experiment where subjects learn to forecast economic variables, we find that central bank communication has a stabilizing effect on individual and aggregate outcomes and that the size of the effect varies with the type of communication. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy implementation, Monetary policy transmission JEL Code(s): C, C9, D, D8, D84, E, E3, E5, E52
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
The Effects of Oil Price Uncertainty on the Macroeconomy Staff Working Paper 2012-40 Soojin Jo This paper investigates the effect of oil price uncertainty on real economic activity using a quarterly VAR with stochastic volatility in mean. Stochastic volatility allows oil price uncertainty to vary separately from changes in the level of oil prices, and thus the impact of oil price uncertainty can be examined in a more flexible yet tractable way. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E32, Q, Q4, Q43
The Impact of the Global Business Cycle on Small Open Economies: A FAVAR Approach for Canada Staff Working Paper 2011-2 Garima Vasishtha, Philipp Maier Building on the growing evidence on the importance of large data sets for empirical macroeconomic modeling, we use a factor-augmented VAR (FAVAR) model with more than 260 series for 20 OECD countries to analyze how global developments affect the Canadian economy. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, International topics JEL Code(s): C, C3, C32, F, F4, F41
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
The Interplay of Financial Education, Financial Literacy, Financial Inclusion and Financial Stability: Any Lessons for the Current Big Tech Era? Staff Working Paper 2020-32 Nicole Jonker, Anneke Kosse The objective of this paper is twofold. First, we assess whether financial education might be a suitable tool to promote the financial inclusion opportunities that big techs provide. Second, we study how this potential financial inclusion could impact financial stability. Content Type(s): Staff research, Staff working papers Research Topic(s): Development economics, Digital currencies and fintech, Financial markets, Financial services, Financial stability JEL Code(s): D, D1, D14, D9, D91, D92, G, G2, G21, G23, O, O1, O16
August 22, 2009 Some Considerations on Using Monetary Policy to Stabilize Economic Activity Remarks Mark Carney symposium sponsored by the Federal Reserve Bank of Kansas City Jackson Hole, Wyoming Walsh's paper highlights many useful lessons that can be learned from the conventional framework and its various extensions. However, the financial crisis provides a stark and costly reminder of just how incomplete the standard model is. Content Type(s): Press, Speeches and appearances, Remarks
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