Estimating DSGE-Model-Consistent Trends for Use in Forecasting Staff Working Paper 2009-35 Jean-Philippe Cayen, Marc-André Gosselin, Sharon Kozicki The workhorse DSGE model used for monetary policy evaluation is designed to capture business cycle fluctuations in an optimization-based format. It is commonplace to log-linearize models and express them with variables in deviation-from-steady-state format. 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, E5, E52
April 14, 2007 Bank of Canada Review - Spring 2007 Cover page Gas Cards All gas cards pictured here are part of the National Currency Collection of the Bank of Canada. Content Type(s): Publications, Bank of Canada Review
Extreme Downside Risk in Asset Returns Staff Working Paper 2019-46 Lerby Ergun Financial markets can experience sudden and extreme downward movements. Investors are highly concerned about the performance of their assets in such scenarios. Some assets perform badly in a downturn in the market; others have milder reactions. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): C, C1, C14, G, G1, G11, G12
June 18, 2008 House Prices and Consumer Spending Bank of Canada Review - Summer 2008 Kimberly Beaton, Sylvie Morin, Ilan Kolet Flood, Morin, and Kolet examine the role of house prices in household consumption decisions. Considering a group of advanced economies, the authors find that the strength of the link between house prices and consumer spending depends on the institutional features of national mortgage markets. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Domestic demand and components, International topics, Recent economic and financial developments
Forecasting Core Inflation in Canada: Should We Forecast the Aggregate or the Components? Staff Working Paper 2005-44 Frédérick Demers, Annie De Champlain The authors investigate the behaviour of core inflation in Canada to analyze three key issues: (i) homogeneity in the response of various price indexes to demand or real exchange rate shocks relative to the response of aggregate core inflation; (ii) whether using disaggregate data helps to improve the forecast of core inflation; and (iii) whether using monthly data helps to improve quarterly forecasts. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C5, E, E3, E37
Evaluating Linear and Non-Linear Time-Varying Forecast-Combination Methods Staff Working Paper 2001-12 Fuchun Li, Greg Tkacz This paper evaluates linear and non-linear forecast-combination methods. Among the non-linear methods, we propose a nonparametric kernel-regression weighting approach that allows maximum flexibility of the weighting parameters. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C14, C5, C53, E, E2, E27
China's Exchange Rate Policy: A Survey of the Literature Staff Discussion Paper 2008-5 Robert Lafrance China's integration into the world economy has benefited its people by reducing poverty and raising living standards, and it has benefited the industrialized world by producing manufactured goods at lower cost. It has also raised geopolitical concerns as China's power grows, economic concerns as the manufacturing base in many industrialized countries erodes, and polemics as proposals of protectionist measures to counter China's export growth are put forward. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Exchange rate regimes JEL Code(s): F, F3, F33, F36
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
June 21, 2007 The Impact of Electronic Trading Platforms on the Brokered Interdealer Market for Government of Canada Benchmark Bonds Financial System Review - June 2007 Natasha Khan Content Type(s): Publications, Financial System Review articles
June 2, 2006 Another Look at the Inflation-Target Horizon Bank of Canada Review - Summer 2006 Donald Coletti, Jack Selody, Carolyn A. Wilkins The conduct of monetary policy within an inflation-targeting framework requires the establishment of an inflation-target horizon, which is the average time it takes inflation to return to the target. Policy-makers have an interest in communicating this horizon, since it is likely to help anchor inflation expectations. This article focuses on the determination of the appropriate policy horizon by reporting on two recent Bank of Canada studies. The evidence suggests that the current target horizon of six to eight quarters remains appropriate. It is important to note that the duration of the optimal inflation-target horizon varies widely, depending on the combination of shocks to the economy. In rare cases when the financial accelerator is triggered by a persistent shock, such as an asset-price bubble, it may be appropriate to take a longer view of the inflation-target horizon. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation targets, Monetary policy framework, Monetary policy transmission