Cars Hommes - Latest

• CANVAS: A Canadian Behavioral Agent-Based Model

  Staff Working Paper 2022-51 Cars Hommes, Mario He, Sebastian Poledna, Melissa Siqueira, Yang Zhang

  The Bank of Canada’s current suite of models faces challenges in addressing network effects that integrate household and firm-level heterogeneity and their behaviours. We develop CANVAS, a Canadian behavioural agent-based model to contribute to the Bank’s next-generation modelling effort. CANVAS improves forecasting performance and expands capacity for model-based scenario analysis.

  Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Econometric and statistical methods, Economic models, Firm dynamics, Inflation and prices JEL Code(s): C, D, D2, D22, D8, D83, E, E1, E17

• Behavioral Learning Equilibria in New Keynesian Models

  Staff Working Paper 2022-42 Cars Hommes, Kostas Mavromatis, Tolga Özden, Mei Zhu

  We introduce behavioral learning equilibria (BLE) into DSGE models with boundedly rational agents using simple but optimal first order autoregressive forecasting rules. The Smets-Wouters DSGE model with BLE is estimated and fits well with inflation survey expectations. As a policy application, we show that learning requires a lower degree of interest rate smoothing.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Economic models, Inflation and prices, Monetary policy JEL Code(s): C, C1, C11, D, D8, D83, D84, E, E3, E6, E62

• The COVID-19 Consumption Game-Changer: Evidence from a Large-Scale Multi-Country Survey

  Staff Working Paper 2021-57 Alexander Hodbod, Cars Hommes, Stefanie J. Huber, Isabelle Salle

  A multi-country consumer survey investigates why and how much households decreased their consumption in five key sectors after pandemic-related restrictions were lifted in Europe in July 2020. Beyond infection risk and precautionary saving motives, households also reported not missing some consumption items, which may indicate preference shifts and structural changes in the post-COVID-19 economy.

  Content Type(s): Staff research, Staff working papers Topic(s): Coronavirus disease (COVID-19), Domestic demand and components, Firm dynamics, Fiscal policy, Recent economic and financial developments JEL Code(s): D, D1, D12, D8, D81, D84, E, E2, E21, E6, E60, E7, E71

• Detecting exuberance in house prices across Canadian cities

  Staff Analytical Note 2021-9 Ugochi Emenogu, Cars Hommes, Mikael Khan

  We introduce a model to detect periods of extrapolative house price expectations across Canadian cities. The House Price Exuberance Indicator can be updated on a quarterly basis to support the Bank of Canada’s broader assessment of housing market imbalances.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Econometric and statistical methods, Financial stability, Housing JEL Code(s): C, C5, C53, R, R2, R21, R3, R31

• Ten Isn’t Large! Group Size and Coordination in a Large-Scale Experiment

  Staff Working Paper 2020-30 Jasmina Arifovic, Cars Hommes, Anita Kopányi-Peuker, Isabelle Salle

  Economic activities typically involve coordination among a large number of agents. These agents have to anticipate what other agents think before making their own decisions.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial markets, Financial stability JEL Code(s): C, C9, C92, D, D8, D83, D9, D90, G, G2, G20

• Are Long-Horizon Expectations (De-)Stabilizing? Theory and Experiments

  Staff Working Paper 2019-27 George Evans, Cars Hommes, Isabelle Salle, Bruce McGough

  Most models in finance assume that agents make trading plans over the infinite future. We consider instead that they are boundedly rational and may only form forecasts over a limited horizon.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Central bank research, Economic models, Financial markets JEL Code(s): C, C9, C92, D, D8, D84, E

• Inflation Targeting and Liquidity Traps Under Endogenous Credibility

  Staff Working Paper 2019-9 Cars Hommes, Joep Lustenhouwer

  Policy implications are derived for an inflation-targeting central bank, whose credibility is endogenous and depends on its past ability to achieve its targets. This is done in a New Keynesian framework with heterogeneous and boundedly rational expectations.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Credibility, Monetary policy JEL Code(s): C, C6, C62, E, E3, E32, E5, E52