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410 Results

Credit Conditions, Inflation, and Unemployment

Staff working paper 2025-26 Chao Gu, Janet Hua Jiang, Liang Wang
We identify two channels that affect the relationship between inflation and unemployment. First, inflation lowers wages because unemployed suffer more from inflation than employed, generating a positive relationship. Second, inflation increases firms’ financing costs, generating a negative relationship. Improvements in firm financing conditions can induce the relationship to switch signs.

Bank Runs, Bank Competition and Opacity

Staff working paper 2021-30 Toni Ahnert, David Martinez-Miera
How is the stability of the financial sector affected by competition in the deposit market and by decisions banks make about transparency? We find that policies that aim to increase bank competition lead to higher bank deposit rates, increasing both withdrawal incentives and instability.

Volatility Risk and Economic Welfare

Staff working paper 2017-20 Shaofeng Xu
This paper examines the effects of time-varying volatility on welfare. I construct a tractable endogenous growth model with recursive preferences, stochastic volatility, and capital adjustment costs.

Bank Market Power and Central Bank Digital Currency: Theory and Quantitative Assessment

We show that issuing a deposit-like central bank digital currency (CBDC) with a proper interest rate would encourage banks to pay higher interest to keep their customers. Banks would then attract more deposits and offer more loans. Hence, a CBDC would not necessarily crowd out private banking.

Supply Shocks in the Fog: The Role of Endogenous Uncertainty

Staff working paper 2026-12 Anastasiia Antonova, Mykhailo Matvieiev, Celine Poilly
Recessions feature elevated uncertainty. We develop a nonlinear imperfect-information New Keynesian model where procyclical information quality generates endogenous countercyclical uncertainty and precautionary saving. This demand channel can overturn the inflationary impact of negative supply shocks, making them deflationary, unless monetary policy stabilizes the output gap.

Time-Inconsistent Manager Incentives and Capital Formation

In a dynamic model with limited commitment, aggregate payout-based compensation induces managers to raise outside equity yet invest too little today. Per-share compensation eliminates the dilution motive and restores efficient investment, but it does so through slower capital accumulation that better protects incumbent shareholder value.

Nonparametric Identification of Incomplete Information Discrete Games with Non-equilibrium Behaviors

Staff working paper 2022-22 Erhao Xie
This paper jointly relaxes two assumptions in the literature that estimates games. These two assumptions are the parametric restriction on the model primitives and the restriction of equilibrium behaviors. Without imposing the above two assumptions, this paper identifies the primitives of the game.

Exporting and Investment Under Credit Constraints

Staff working paper 2023-10 Kim Huynh, Robert Petrunia, Joel Rodrigue, Walter Steingress
We examine the relationship between firms’ performance and credit constraints affecting export market entry. Using administrative Canadian firm-level data, our findings show that new exporters (a) increase their productivity, (b) raise their leverage ratio and (c) increase investment. We estimate that 48 percent of Canadian manufacturers face binding credit constraints when deciding whether to enter export markets.

Differentiable, Filter Free Bayesian Estimation of DSGE Models Using Mixture Density Networks

Staff working paper 2025-3 Chris Naubert
I develop a method for Bayesian estimation of globally solved, non-linear macroeconomic models. The method uses a mixture density network to approximate the initial state distribution. The mixture density network results in more reliable posterior inference compared with the case when the initial states are set to their steady-state values.

From Stress to Strategy: How Banks Balance the Scales

Staff working paper 2026-26 Ruben Hipp, Javier Ojea Ferreiro
This paper develops a stress-testing framework in which banks strategically adjust their balance sheets in response to regulatory constraints and market conditions. Applied to Canada’s largest banks, it quantifies the effects of macroprudential policies on lending and identifies systemic vulnerabilities through reverse stress testing.
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