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2099 Results

Identification and Estimation of Risk Aversion in First-Price Auctions with Unobserved Auction Heterogeneity

Staff working paper 2016-23 Serafin Grundl, Yu Zhu
This paper shows point identification in first-price auction models with risk aversion and unobserved auction heterogeneity by exploiting multiple bids from each auction and variation in the number of bidders. The required exclusion restriction is shown to be consistent with a large class of entry models.

The Consumer Value Proposition for a Hypothetical Digital Canadian Dollar

Staff discussion paper 2024-16 Martine Warren, Bill Laur, Ted Garanzotis, Sebastian Hernandez
We explore the consumer value proposition of a hypothetical Digital Canadian Dollar, adoption considerations and the users who would benefit most from this potential new payment method. We employ a design-thinking consultation methodology, allowing participants to interact with research prototypes of increasing complexity to reveal user preferences, constraints and adoption influences.

Housing and the Long-Term Real Effects of Changes in Trend Inflation

Staff working paper 2026-1 James (Jim) C. MacGee, Yuxi Yao
An economy with fixed amortization mortgages and borrowing-constrained consumers leads to the level of inflation targeted having real effects on home ownership, consumption, and debt. Using a life-cycle housing tenure choice model, we show that by front-loading real mortgage payments, higher inflation lowers steady-state home ownership and the mortgage-debt-to-income ratio.

Evaluating the Bank of Canada Staff Economic Projections Using a New Database of Real-Time Data and Forecasts

We present a novel database of real-time data and forecasts from the Bank of Canada’s staff economic projections. We then provide a forecast evaluation for GDP growth and CPI inflation since 1982: we compare the staff forecasts with those from commonly used time-series models estimated with real-time data and with forecasts from other professional forecasters and provide standard bias tests.

The State of Labour Market Churn in Canada

Staff analytical note 2019-4 Olena Kostyshyna, Corinne Luu
The literature highlights that labour market churn, including job-to-job transitions, is a key element of wage growth. Using microdata from the Labour Force Survey, we compute measures of labour market churn and compare these with pre-crisis averages to assess implications for wage growth.
December 16, 2001

Risk Management in the Exchange Fund Account

In this article, author Michel Rochette of the Bank's Risk-Management Unit briefly describes the initiatives undertaken to identify, analyze, model, and manage the principal risks inherent in the transactions of the Exchange Fund Account (EFA), where the international reserves of the federal government are held. The author focuses on five types of risk: credit risk, market risk, liquidity risk, operational risk, and legal risk. In addition, the author presents the risk-management principles underlying the activities of the EFA and the governance structure of the Account.

Composite Likelihood Estimation of an Autoregressive Panel Probit Model with Random Effects

Staff working paper 2019-16 Kerem Tuzcuoglu
Modeling and estimating persistent discrete data can be challenging. In this paper, we use an autoregressive panel probit model where the autocorrelation in the discrete variable is driven by the autocorrelation in the latent variable. In such a non-linear model, the autocorrelation in an unobserved variable results in an intractable likelihood containing high-dimensional integrals.

Persistent Debt and Business Cycles in an Economy with Production Heterogeneity

Staff working paper 2023-17 Aubhik Khan, Soyoung Lee
We examine the role of debt in amplifying and propagating recessions. Firms’ debt adjustment makes recessions deeper but makes expansions gradual. In particular, when the aggregate business leverage is ten percentage points above average, the half-life of the recovery doubles.
August 22, 2004

Canada's Capital Markets: How Do They Measure Up?

In a recent speech, Deputy Governor Sheryl Kennedy discusses how the efficiency of Canada's capital markets compares in a global context. Taking into account the three inter-related aspects of an efficient market (allocational, operational, and informational efficiency), Kennedy reviews the recent performance of Canadian capital markets under such headings as size, completeness, and access to capital and the instruments needed to hedge, or distribute, risk (allocational efficiency). To assess operational efficiency, she considers Canadian markets' liquidity and whether their transactional costs are competitive. Finally, she reviews transparency and market integrity (and how integrity is maintained) to determine markets' informational efficiency. She also offers several suggestions as to how Canadian markets can continue to be improve and maintain their competitiveness.
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