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446 Results

Markups, Pass-Through, and Firm Heterogeneity with Sequentially Mixed Search

Staff Working Paper 2025-7 Alex Chernoff, Allen Head, Beverly Lapham
Market power and pass-through of cost and demand shocks are studied in a market with free entry of heterogeneous firms and consumer mixed search. Equilibrium prices and markups are driven by variation in the elasticity of demand across firms. Improved conditions for buyers can either raise or lower market power.
Content Type(s): Staff research, Staff working papers Topic(s): Inflation and prices, Service sector JEL Code(s): D, D2, D21, D4, D43, E, E3, E31, L, L1, L11

Anchored Inflation Expectations: What Recent Data Reveal

Staff Working Paper 2025-5 Olena Kostyshyna, Isabelle Salle, Hung Truong
We analyze micro-level data from the Canadian Survey of Consumer Expectations through the lens of a heterogeneous-expectations model to study how inflation expectations form over the business cycle. We provide new insights into how households form expectations, documenting that forecasting behaviours, attention and noise in beliefs vary across socio-demographic groups and correlate with views about monetary policy.
Content Type(s): Staff research, Staff working papers Topic(s): Inflation and prices JEL Code(s): D, D8, D84, E, E3, E31, E7, E70

Quantile VARs and Macroeconomic Risk Forecasting

Staff Working Paper 2025-4 Stéphane Surprenant
This paper provides an extensive evaluation of the performance of quantile vector autoregression (QVAR) to forecast macroeconomic risk. Generally, QVAR outperforms standard benchmark models. Moreover, QVAR and QVAR augmented with factors perform equally well. Both are adequate for modeling macroeconomic risks.
Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles JEL Code(s): C, C5, C53, C55, E, E3, E37

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.

Interaction of Macroprudential and Monetary Policies: Practice Ahead of Theory

Staff Discussion Paper 2024-18 Thibaut Duprey, Yaz Terajima, Jing Yang
We draw on the Canadian experience to examine how monetary and macroprudential policies interact and possibly complement each other in achieving their respective price and financial stability objectives.
Content Type(s): Staff research, Staff discussion papers Topic(s): Financial stability, Monetary policy JEL Code(s): E, E3, E37, E5, E52, E58, E6, E61, G, G0, G01, G2, G21, G28

Bouncing Back: How Mothballing Curbs Prices

We investigate the macroeconomic impacts of mothballed businesses—those that closed temporarily—on sectoral equilibrium prices after a negative demand shock. Our results suggest that pandemic fiscal support for temporary closures may have eased inflationary pressures.

Consumer Search, Productivity Heterogeneity, Prices, Markups, and Pass-through: Theory and Estimation

Staff Working Paper 2024-50 Alex Chernoff, Allen Head, Beverly Lapham
We develop and estimate a search model in which identical consumers trade with price-setting firms that differ in productivity. We use the estimated model to characterize the qualitative and quantitative differences in prices and markups across firms. We explore how individual firms respond to changes in cost and demand and how they pass these through to their prices and markup.
Content Type(s): Staff research, Staff working papers Topic(s): Inflation and prices, Service sector JEL Code(s): E, E3, E31, L, L1, L16

Monetary Policy Transmission amid Demand Reallocations

Staff Working Paper 2024-42 Julien Bengui, Lu Han, Gaelan MacKenzie
We analyze the transmission of monetary policy during different phases of a sectoral demand reallocation episode when there are frictions to increasing production in a sector. Monetary policy is more effective in reducing inflation when a larger proportion of sectors are expanding or expect to expand in the near future.

Monetary Policy Transmission to Small Business Loan Performance: Evidence from Loan-Level Data

Staff Working Paper 2024-41 Rodrigo Sekkel, Tamon Takamura, Yaz Terajima
We analyze the dynamic and heterogeneous responses of small-business loan performance to a monetary-policy shock using loan-level data in Canada. We find evidence of monetary policy transmission through the cash-flow channel and the aggregate demand channel as well as some, though limited, impact of collateral to discipline loan repayment.
Content Type(s): Staff research, Staff working papers Topic(s): Firm dynamics, Monetary policy transmission JEL Code(s): C, C3, C32, E, E1, E17, E3, E37, E5, E52

From Micro to Macro Hysteresis: Long-Run Effects of Monetary Policy

Staff Working Paper 2024-39 Felipe Alves, Giovanni L. Violante
We explore the long-run effects of a monetary policy shock in a Heterogeneous Agent New Keynesian model built on the micro evidence that job losses lead to persistently lower individual earnings through a combination of skill decay and abandonment of the labour force.
Content Type(s): Staff research, Staff working papers Topic(s): Labour markets, Monetary policy transmission JEL Code(s): E, E2, E21, E24, E3, E31, E32, E5, E52, J, J2, J24, J6, J64
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