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I develop a population-based Markov chain Monte Carlo algorithm known as parallel tempering to estimate dynamic stochastic general equilibrium models. Parallel tempering approximates the posterior distribution of interest using a family of Markov chains with tempered posteriors.

We provide an analysis of cash trends in Canada before and during the COVID-19 pandemic. We also consider the potential two scenarios for issuance of a central bank digital currency in Canada: the emergence of a cashless society or the widespread use of an alternative digital currency in Canada. Finally, we discuss the Canadian experience in maintaining cash as an efficient and accessible method of payment and store of value.

Conditions in the international financial system have improved considerably since June in response to the forceful actions taken by policy-makers around the world.

FSR Highlights - December 2009

The financial system, which consists of financial institutions, financial markets, and clearing and settlement systems, lays an important role in a nation’s economy. Sound and efficientfinancial systems can make a significant contribution to economic growth.

The author examines aspects of Canada's trade performance in light of the major trends seen in world trade over the past several decades. Canada has become more integrated with the world economy, and this openness is evident from its greater export orientation, its heavier reliance on imported inputs, and more exposure to foreign competition in its domestic markets. The author analyzes the composition of Canadian trade and the trend towards increasing two-way trade in similar products. He also looks at the increasing integration of trade within regions, which for Canada has meant a greater concentration of exports with the United States.

This report provides a detailed technical description of the updated MacroFinancial Risk Assessment Framework (MFRAF), which replaces the version described in Gauthier, Souissi and Liu (2014) as the Bank of Canada’s stress-testing model for banks with a focus on domestic systemically important banks (D-SIBs).

This section of the Financial System Review examines the recent performance of the Canadian financial system and the factors, both domestic and international, that are influencing it. In each issue, one or more subjects of particular interest are discussed as highlighted topics.

Privatization—the transfer of activities from the public to the private sector—gained international prominence in the 1980s because of the need to reduce budget deficits and growing concerns about the efficiency of state-owned enterprises and government bureaucracies. This article examines privatization in Canada and its effect on governments' fiscal positions. Privatization has generally been less rapid and extensive in Canada than elsewhere, partly because of the comparatively moderate size of our public sector. Nevertheless, federal, provincial, and municipal governments have increasingly reduced their direct involvement in the Canadian economy by selling Crown corporations, contracting with private firms to deliver public services, and transferring the development of public infrastructure projects to the private sector. The fiscal impact of privatizing Crown corporations varies with such factors as the profitability of the enterprise, the size of the government's initial investment, and past write-downs. In general, when privatizations are part of a broader effort to improve public finances, they can contribute to fiscal consolidation by reducing budgetary requirements and debt levels. When services and infrastructure projects are privatized, it is expected that more efficient private sector management will reduce government expenditures. For example, a private consortium may be better able to manage the financial risks involved in building an infrastructure facility, such as cost overruns or the withdrawal of contractors, than the public sector. The key to raising efficiency and lowering costs, however, is competition, not privatization per se. Therefore, the cost savings arising from the privatization of services or public works depend crucially on the terms of the contract. Overall, when structured to improve economic efficiency, privatization is likely to enhance the economy's performance, thereby producing long-term economic and budgetary gains.

We study the transmission and third-country effects of international sanctions. A sanctioned country’s losses are mitigated, and the sanctioning country’s losses amplified, if a third country does not join the sanctions, but the third country benefits from not joining.

We use data from the Canadian Survey of Consumer Expectations to understand how households are coping with high inflation and high interest rates. We build a subjective measure of financial stress and find that the level of stress is at a historical high but remains manageable for most households.