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3019 Results

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.

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.
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.

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

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

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
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