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
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
January 14, 2008 Backgrounder on Questions in the Business Outlook Survey Concerning Past Sales and Credit Conditions Starting with the winter 2007–08 survey, the results of two additional questions became included in the Business Outlook Survey (BOS) publication: the balance of opinion on past sales and the balance of opinion on credit conditions. This backgrounder briefly describes the two questions and presents the correlations between the responses and relevant economic data. Content Type(s): Background materials
Revisiting National Border Effects in Foreign Trade in Goods of Canadian Provinces Staff Working Paper 2015-28 Farrukh Suvankulov A significant body of empirical studies demonstrates sizable national border effects in foreign trade of Canadian provinces throughout the 1980s and 1990s. This paper revisits and expands the scope of the border effects analysis by estimating the border effect in trade with U.S. states as well as countries in the European Union (EU) and the G 20 using more recent data from 2001–10. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics JEL Code(s): F, F1, F14, F15
June 21, 2006 Financial System Review - June 2006 The financial system makes an important contribution to the welfare of all Canadians. The ability of households and firms to confidently hold and transfer financial assets is one of the fundamental building blocks of the Canadian economy. Content Type(s): Publications, Financial Stability Report
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
November 24, 2004 Bank of Canada Review - Autumn 2004 Cover page Bus Transportation Tokens and Tickets The pieces illustrated on the cover range in size from 12 mm to 38 mm in diameter or width. They form part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa Content Type(s): Publications, Bank of Canada Review
The BoC-BoE Sovereign Default Database Revisited: What’s New in 2018? Staff Working Paper 2018-30 David Beers, Jamshid Mavalwalla Until recently, there have been few efforts 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’s Credit Rating Assessment Group (CRAG) has developed a comprehensive database of sovereign defaults posted on the Bank of Canada’s website that now is updated in partnership with the Bank of England. 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
May 17, 2012 Understanding Systemic Risk in the Banking Sector: A MacroFinancial Risk Assessment Framework Bank of Canada Review - Spring 2012 Céline Gauthier, Moez Souissi The MacroFinancial Risk Assessment Framework (MFRAF) models the interconnections between liquidity and solvency in a financial system, with multiple institutions linked through an interbank network. The MFRAF integrates funding liquidity risk as an endogenous outcome of the interactions between solvency risk and the liquidity profiles of banks, which is a complementary approach to the new […] Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): E, E4, E44, G, G0, G01, G2, G21
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