Forecasting Short-Term Real GDP Growth in the Euro Area and Japan Using Unrestricted MIDAS Regressions Staff Discussion Paper 2014-3 Maxime Leboeuf, Louis Morel In this paper, the authors develop a new tool to improve the short-term forecasting of real GDP growth in the euro area and Japan. This new tool, which uses unrestricted mixed-data sampling (U-MIDAS) regressions, allows an evaluation of the usefulness of a wide range of indicators in predicting short-term real GDP growth. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
The Propagation of U.S. Shocks to Canada: Understanding the Role of Real-Financial Linkages Staff Working Paper 2010-40 Kimberly Beaton, René Lalonde, Stephen Snudden This paper examines the transmission of U.S. real and financial shocks to Canada and, in particular, the role of financial frictions in affecting the transmission of these shocks. These questions are addressed within the Bank of Canada's Global Economy Model (de Resende et al. forthcoming), a dynamic stochastic general-equilibrium model with an active banking sector and a detailed role for financial frictions. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, International topics JEL Code(s): E, E2, E21, E27, E3, E32, F, F3, F36, F4, F40
A Consistent Test for Multivariate Conditional Distributions Staff Working Paper 2009-34 Fuchun Li, Greg Tkacz We propose a new test for a multivariate parametric conditional distribution of a vector of variables yt given a conditional vector xt. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C12, C2, C22
October 19, 2020 Backgrounder on the Business Outlook Survey question on wage growth Starting with the 2020 autumn survey, the results from a question on labour cost growth are being included in the Business Outlook Survey. This document describes the question and presents the correlations between the responses and various measures of wages and employment. Content Type(s): Background materials
Cross-Country Estimates of the Degree of Fiscal Dominance and Central Bank Independence Staff Working Paper 2007-36 Carlos De Resende This paper studies the interdependence between fiscal and monetary policies, and their joint role in the determination of the price level. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Fiscal policy, Inflation: costs and benefits JEL Code(s): E, E3, E31, E4, E42, E5, E50, E6, E63
September 18, 2025 Making change—Accelerating payments innovation Remarks Ron Morrow CPA The One conference Ottawa, Ontario Ron Morrow, Executive Director of Payments, Supervision and Oversight, talks about innovations in the payments ecosystem. He also highlights the Bank’s new role as supervisor of payment service providers. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Cryptocurrencies, Digital currencies and fintech, Financial system regulation and policies, Payment clearing and settlement systems, Retail payments supervision
Modelling Risk Premiums in Equity and Foreign Exchange Markets Staff Working Paper 2000-9 René Garcia, Maral Kichian The observed predictability of excess returns in equity and foreign exchange markets has largely been attributed to the presence of time-varying risk premiums in these markets. For example, excess equity returns were found to be explained by various financial and economic variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Financial markets, Market structure and pricing JEL Code(s): E, E4, E44, F, F3, F31, G, G1, G12, G15
Contraintes de liquidité et capital humain dans une petite économie ouverte Staff Working Paper 2004-13 Florian Pelgrin In an overlapping-generations model that represents a small open economy, where agents live two periods, liquidity constraints lead to low economic development when the only accumulable factor is human capital. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): I, I2, I20, O, O4, O40
Consumer Cash Withdrawal Behaviour: Branch Networks and Online Financial Innovation Staff Working Paper 2021-28 Heng Chen, Matthew Strathearn, Marcel Voia The physical network of bank branches is important in how consumers manage their cash holdings. This paper estimates how consumer withdrawal behaviour responds to the distance they must travel to their branch. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech JEL Code(s): G, G2, G21, R, R2, R22
May 15, 1999 Recent developments in the monetary aggregates and their implications Bank of Canada Review - Spring 1999 Joseph Atta-Mensah, Loretta Nott In its conduct of monetary policy, the Bank of Canada carefully monitors the pace of monetary expansion for indications about the outlook for inflation and economic activity. In recent years, a number of factors have distorted the growth of the traditional broad and narrow aggregates. In this article, the authors discuss the uncertainty surrounding the classification of deposit instruments that has resulted from the elimination of reserve requirements and from other financial innovations. They introduce two new measures of transactions balances, M1+ and M1++ (described more fully in a technical note in this issue of the Review), that internalize some of the substitutions that have occurred. They attribute the deceleration in M1 growth in 1998 partly to the declining influence of special factors, partly to a lagged response to interest rate increases in 1997 and early 1998, and partly to some temporary tightening in credit conditions in the autumn of 1998. The broad monetary aggregate M2++, which includes all personal savings deposits, life insurance annuities, and mutual funds, grew at a steady pace in 1998, presaging growth of about 4 to 5 per cent in total dollar spending and inflation inside the target range. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Monetary aggregates