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2160 Results

A Three‐Frequency Dynamic Factor Model for Nowcasting Canadian Provincial GDP Growth

Staff discussion paper 2017-8 Tony Chernis, Gabriella Velasco, Calista Cheung
This paper estimates a three‐frequency dynamic factor model for nowcasting Canadian provincial gross domestic product (GDP). Canadian provincial GDP is released by Statistics Canada on an annual basis only, with a significant lag (11 months).

Financial Frictions, Durable Goods and Monetary Policy

Staff working paper 2019-31 Ugochi Emenogu, Leo Michelis
Financial frictions affect how much consumers spend on durable and non-durable goods. Borrowers can face both loan-to-value (LTV) constraints and payment-to-income (PTI) constraints.

Security and convenience of a central bank digital currency

Staff analytical note 2020-21 Charles M. Kahn, Francisco Rivadeneyra
An anonymous token-based central bank digital currency (CBDC) would pose certain security risks to users. These risks arise from how balances are aggregated, from their transactional use and from the competition between suppliers of aggregation solutions.

Integrating Non-traditional Data and AI into Central Banking: A Canadian Perspective

This paper reviews how central banks are integrating non traditional data and artificial intelligence (AI) into policy analysis and operations. Using the Bank of Canada’s experience, it examines emerging applications, governance challenges, and strategic choices for responsibly scaling AI to enhance insight, efficiency, and institutional resilience.
June 8, 2017

Canada’s International Investment Position: Benefits and Potential Vulnerabilities

While greater global financial integration is beneficial, the authors discuss how foreign capital inflows can also facilitate the buildup of domestic vulnerabilities and potentially lead to destabilizing reversals. Canada’s current international investment position is typical of advanced economies and will likely continue to act as an economic stabilizer. However, the growth and composition of Canada’s international investment position warrant continued monitoring.
Content Type(s): Publications, Financial System Review articles JEL Code(s): F, F2, F21, F3, F32, F34, F36, F4, F6

To Share or Not to Share? Uncovered Losses in a Derivatives Clearinghouse

Staff working paper 2016-4 Radoslav Raykov
This paper studies how the allocation of residual losses affects trading and welfare in a central counterparty. I compare loss sharing under two loss-allocation mechanisms – variation margin haircutting and cash calls – and study the privately and socially optimal degree of loss sharing.

A New Measure of Monetary Policy Shocks

Staff working paper 2021-29 Xu Zhang
Combining various high frequency financial data with central bank projections, I construct a new measure of monetary policy shocks not predictable by the public information preceding a central bank’s announcements. I then study the causal effects of monetary policy on the macro economy.

What Can Earnings Calls Tell Us About the Output Gap and Inflation in Canada?

Staff discussion paper 2023-13 Marc-André Gosselin, Temel Taskin
We construct new indicators of demand and supply for the Canadian economy by using natural language processing techniques to analyze earnings calls of publicly listed firms. Our results indicate that the new indicators could help central banks identify inflationary pressures in real time.

Does Unconventional Monetary and Fiscal Policy Contribute to the COVID Inflation Surge in the US?

Staff working paper 2024-38 Jing Cynthia Wu, Yinxi Xie, Ji Zhang
We assess whether unconventional monetary and fiscal policy implemented in response to the COVID-19 pandemic in the U.S. contribute to the 2021-2023 inflation surge through the lens of several different empirical methodologies and establish a null result.
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