Economic models

• December 12, 2019

  Big Issues Ahead: The Bank’s 2020 Vision

  Remarks Stephen S. Poloz Empire Club of Canada Toronto, Ontario

  Governor Stephen S. Poloz discusses how long-term global economic forces will drive the Bank of Canada’s work agenda in 2020 and beyond.

  Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Digital currencies and fintech, Economic models, Inflation targets, International topics, Monetary policy framework, Productivity

• Technological Progress and Monetary Policy: Managing the Fourth Industrial Revolution

  Staff Discussion Paper 2019-11 Stephen S. Poloz

  This paper looks at the implications for monetary policy of the widespread adoption of artificial intelligence and machine learning, which is sometimes called the “fourth industrial revolution.”

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Financial stability, Monetary policy and uncertainty, Monetary policy framework JEL Code(s): C, C5, E, E3, O, O1, O11, O3, O33

• What Does Structural Analysis of the External Finance Premium Say About Financial Frictions?

  Staff Working Paper 2019-38 Jelena Zivanovic

  I use a structural vector autoregression (SVAR) with sign restrictions to provide conditional evidence on the behavior of the US external finance premium (EFP). The results indicate that the excess bond premium, a proxy for the EFP, reacts countercyclically to supply and monetary policy shocks and procyclically to demand shocks.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial markets, Recent economic and financial developments JEL Code(s): E, E3, E32, E4, E44

• The Simple Economics of Global Fuel Consumption

  Staff Working Paper 2019-35 Doga Bilgin, Reinhard Ellwanger

  This paper presents a structural framework of the global oil market that relies on information on global fuel consumption to identify flow demand for oil. We show that under mild identifying assumptions, data on global fuel consumption help to provide comparatively sharp insights on elasticities and other key structural parameters of the global oil market.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): C, C5, C51, L, L7, L71, Q, Q4, Q41, Q43

• The Intergenerational Correlation of Employment: Is There a Role for Work Culture?

  Staff Working Paper 2019-33 Gabriela Galassi, David Koll, Lukas Mayr

  We document a substantial positive correlation of employment status between mothers and their children in the United States, linking data from the National Longitudinal Survey of Youth 1979 (NLSY79) and the NLSY79 Children and Young Adults. After controlling for ability, education and wealth, a one-year increase in a mother’s employment is associated with six weeks more employment of her child on average.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Economic models, Labour markets JEL Code(s): E, E2, E24, J, J2, J21, J22, J6, J62

• 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 Research Topic(s): Asset pricing, Central bank research, Economic models, Financial markets JEL Code(s): C, C9, C92, D, D8, D84, E

• Online Privacy and Information Disclosure by Consumers

  Staff Working Paper 2019-22 Shota Ichihashi

  A consumer discloses information to a multi-product seller, which learns about the consumer’s preferences, sets prices, and makes product recommendations. While the consumer benefits from accurate product recommendations, the seller may use the information to price discriminate.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): D, D8, D82, D83

• A Structural Model of the Global Oil Market

  Staff Analytical Note 2019-17 Reinhard Ellwanger

  This note presents a structural vector autoregressive (SVAR) model of the global oil market. The model identifies four types of shocks with different economic interpretations: oil supply shocks, oil-market-specific demand shocks, storage demand shocks and shocks to global economic growth.

  Content Type(s): Staff research, Staff analytical notes Research Topic(s): Economic models JEL Code(s): Q, Q4, Q41, Q43

• 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.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Credit risk management, Econometric and statistical methods, Economic models JEL Code(s): C, C2, C23, C25, C5, C58, G, G2, G24

• The Neutral Rate in Canada: 2019 Update

  Staff Analytical Note 2019-11 Thomas J. Carter, Xin Scott Chen, José Dorich

  This note provides an update on Bank of Canada staff’s assessment of the Canadian neutral rate. The neutral rate is the policy rate needed to keep output at its potential level and inflation at target once the effects of any cyclical shocks have dissipated. This medium- to long-run concept serves as a benchmark for gauging the degree of monetary stimulus provided by a given policy setting.

  Content Type(s): Staff research, Staff analytical notes Research Topic(s): Economic models, Interest rates, Monetary policy JEL Code(s): E, E4, E40, E43, E5, E50, E52, E58, F, F4, F41