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Partial Identification of Heteroskedastic Structural Vector Autoregressions: Theory and Bayesian Inference

Staff Working Paper 2025-14 Helmut Lütkepohl, Fei Shang, Luis Uzeda, Tomasz Woźniak
We consider structural vector autoregressions that are identified through stochastic volatility. Our analysis focuses on whether a particular structural shock can be identified through heteroskedasticity without imposing any sign or exclusion restrictions.
Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Fiscal policy JEL Code(s): C, C1, C11, C12, C3, C32, E, E6, E62

The Shift in Canadian Immigration Composition and its Effect on Wages

Staff Discussion Paper 2025-8 Julien Champagne, Antoine Poulin-Moore, Mallory Long
We document recent changes in Canadian immigration, marked by an increasing prevalence of temporary residency. Using microdata from Statistics Canada's Labour Force Survey, we show that temporary workers' characteristics and nominal wages have diverged from those of Canadian-born workers.
Content Type(s): Staff research, Staff discussion papers Research Topic(s): Labour markets, Productivity JEL Code(s): J, J2, J20, J24, J6, J61

A Fresh Look at the Publication and Citation Gap Between Men and Women: Insights from Economics and Political Science

Staff Working Paper 2025-13 Daniel Stockemer, Gabriela Galassi, Engi Abou-El-Kheir
In recent years, significant efforts have been made to attract more women into academia and to support their careers, with the goal of increasing their representation.
Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): A, A1, A14, I, I2, I23, J, J1, J16, J4, J44, J7, J71

Are Hedge Funds a Hedge for Increasing Government Debt Issuance?

Staff Discussion Paper 2025-7 Adam Epp, Jeffrey Gao
This paper studies the rapid increase since 2019 of Government of Canada (GoC) debt issuance alongside greater hedge fund participation at GoC bond auctions. We find a systematic relationship between GoC debt stock and hedge fund bidding shares at auction.

Canadians’ access to cash in 2023

Staff Analytical Note 2025-13 Heng Chen, Hongyu Xiao, Daneal O’Habib, Stephen Wild
This study updates our measure of Canadians' access to cash through automated banking machines and financial institution branches. We find that in 2023 overall access to cash remains stable, while rural Canadians continue having less access.
Content Type(s): Staff research, Staff analytical notes Research Topic(s): Bank notes, Financial services, Regional economic developments JEL Code(s): J, J1, J15, O, O1, R, R5, R51

The Mutable Geography of Firms’ International Trade

Staff Working Paper 2025-11 Lu Han
Exporters frequently change their market destinations. This paper introduces a new approach to identifying the drivers of these decisions over time. Analysis of customs data from China and the UK shows most changes are driven by demand rather than supply-related shocks.

Estimating Discrete Choice Demand Models with Sparse Market-Product Shocks

Staff Working Paper 2025-10 Zhentong Lu, Kenichi Shimizu
We propose a novel approach to estimating consumer demand for differentiated products. We eliminate the need for instrumental variables by assuming demand shocks are sparse. Our empirical applications reveal strong evidence of sparsity in real-world datasets.

Risk-Free Uncollateralized Lending in Decentralized Markets: An Introduction to Flash Loans

Staff Discussion Paper 2025-6 Jack Mandin
A flash loan is a special type of uncollateralized loan with zero default risk. I document the use for flash loans across major blockchains that are Ethereum-Virtual-Machine-compatible. Flash loans expand access to liquidity, and highly sophisticated actors use them for many practical applications.
Content Type(s): Staff research, Staff discussion papers Research Topic(s): Digital currencies and fintech, Financial markets JEL Code(s): G, G0, G1, G2
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