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This article examines whether combining forecasts of real GDP from different models can improve forecast accuracy and considers which model-combination methods provide the best performance. In line with previous literature, the authors find that combining forecasts generally improves forecast accuracy relative to various benchmarks. Unlike several previous studies, however, they find that, rather than assigning equal weights to each model, unequal weighting based on the past forecast performance of models tends to improve accuracy when forecasts across models are substantially different.

This paper reviews the Canadian and international evidence of the effectiveness of macroprudential policy measures in building resilience and mitigating financial imbalances. The analysis concludes that these measures have broadly achieved their goal of increasing the overall resilience of the financial system to the buildup of imbalances and increasing the financial system’s ability to withstand adverse shocks.

Given this failure, the G-20’s agenda to reshape the global financial system is comprehensive and radical. The coming weeks and months will be pivotal to its success. The time for debate and discussion is drawing to a close. Policymakers now need to decide and to implement.

We present a policy framework for electronic money and payments. The framework poses a set of positive questions related to the areas of responsibility of central banks: payments systems, monetary policy and financial stability. The questions are posed to four broad forms of e-money: privately or publicly issued, and with centralized or decentralized verification of transactions. This framework is intended to help evaluate the trade-offs that central banks face in the decision to issue new forms of e-money.

Deputy Governor Lawrence Schembri calls for a collaborative approach to achieving a payments system that is innovative, safe, and efficient.

The Bank of Canada thanks the International Monetary Fund (IMF) for undertaking its thorough and thoughtful pilot review of the Bank under the new Central Bank Transparency Code (CBTC). We welcome the publication of this final review report by the IMF Mission Team and the associated recommendations.

We consider introducing an expiry date for offline digital currency balances. Consumers whose digital cash expired would automatically receive the funds back into their online account. This functionality could increase demand for digital cash, with the time to expiry playing a key role.

Climate transition scenarios clarify climate-related risks to our economy and financial system. This paper summarizes key results of Canada-relevant scenarios developed in a pilot project on climate risk by the Bank of Canada and the Office of the Superintendent of Financial Institutions.

We assess both the US and Canadian nominal neutral rates to be in the range of 2.25% to 3.25%, somewhat higher than the range of 2.0% to 3.0% in 2023. The assessed range is back to the level it was at in April 2019.

In this note, we present the Commodities Factor Model (CFM), a dynamic factor model for a large cross-section of energy and non-energy commodity prices. The model decomposes price changes in commodities into a common “global” component, a “block” component confined to subgroups of economically related commodities and an idiosyncratic price shock component.