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We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model.

This article focuses on a quantitative method to identify financial system vulnerabilities, specifically, an imbalance indicator model (IIM) and its application to Canada. An IIM identifies potential vulnerabilities in a financial system by comparing current economic and financial data with data from periods leading up to past episodes of financial stress. It complements other sources of information - including market intelligence and regular monitoring of the economy - that policy-makers use to assess vulnerabilities.

We create a theoretical model of central bank asset purchases. The model helps explain how, in a crisis, these purchases ease pressures on investment dealers.

Capital markets and their related financial instruments make an important contribution to the welfare of Canadians. The Bank of Canada is interested in the efficient functioning of capital markets through each of its responsibilities for monetary policy, the financial system, and funds management. Hendry and King highlight the key findings of Bank research published over the past year that addresses capital market efficiency and summarize lessons that have been learned. The research conducted thus far suggests that Canadian capital markets are efficient for a capital market of Canada's size but are less diverse than the U.S. capital markets, indicating that there is room for improvement in certain areas.

Digital currencies have attracted strong interest in recent years and have the potential to become widely adopted for use in making payments. Public authorities and central banks around the world are closely monitoring developments in digital currencies and studying their implications for the economy, the financial system and central banks.

The federal government and the Bank of Canada have been committed for some time to achieving and maintaining price stability as a way to foster a rising standard of living for all Canadians. To support this objective, the inflation-control target range of 1 to 3 per cent was recently extended through to the end of 2001. By then, the government and the Bank plan to announce a long-run target for monetary policy. In this article, the authors provide an overview of the most recent empirical evidence on the benefits of lower inflation. They draw on an extensive earlier survey and on work presented at two recent conferences on price stability hosted by the Bank of Canada. They find that, when inflation and tax interactions are taken into account, there are large benefits to lowering inflation. When these benefits are compared with the transitional costs associated with lowering inflation, significant positive benefits remain. However, the authors note that the extension of the inflation-control targets to the end of 2001 allows further research to ensure an operational definition of price stability that will help Canadians achieve a high standard of living.

We show that changes in sentiment that aren’t related to fundamentals can drive persistent macroeconomic fluctuations even when all economic agents are rational. Changes in sentiment can also affect how fundamental shocks affect macroeconomic outcomes.

Senior Deputy Governor Tiff Macklem discusses labour markets in Canada.

In this paper, we argue that differences in the cost structures across sectors play an important role in firms’ decisions to adjust their prices. We develop a menu-cost model of pricing in which retail firms intermediate trade between producers and consumers.