What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data Staff Working Paper 2021-52 Alberto Cavallo, Oleksiy Kryvtsov Did supply disruptions and cost pressures play a role in rising inflation in 2020 during the COVID-19 pandemic? Using data collected from websites of large retailers in multiple sectors and countries, we show that shortages may indicate transitory inflationary pressures. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Inflation and prices JEL Code(s): D, D2, D22, E, E3, E31, E37
Monetary Policy Under Uncertainty: Practice Versus Theory Staff Discussion Paper 2017-13 Rhys R. Mendes, Stephen Murchison, Carolyn A. Wilkins For central banks, conducting policy in an environment of uncertainty is a daily fact of life. This uncertainty can take many forms, ranging from incomplete knowledge of the correct economic model and data to future economic and geopolitical events whose precise magnitudes and effects cannot be known with certainty. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Monetary policy, Monetary policy and uncertainty JEL Code(s): E, E5, E52, E58, E6, E61, E65
Vertical Specialization and Gains from Trade Staff Working Paper 2017-17 Patrick Alexander Multi-stage production is widely recognized as an important feature of the modern global economy. This feature has been incorporated into many state-of-the-art quantitative trade models, and has been shown to deliver significant additional gains from international trade. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, International topics, Trade integration JEL Code(s): F, F1, F11, F14, F6, F60
Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff Working Paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
Exponentials, Polynomials, and Fourier Series: More Yield Curve Modelling at the Bank of Canada Staff Working Paper 2002-29 David Bolder, Scott Gusba This paper continues the work started by Bolder and Stréliski (1999) and considers two alternative classes of models for extracting zero-coupon and forward rates from a set of observed Government of Canada bond and treasury-bill prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets, Interest rates JEL Code(s): C, C0, C6, E, E4, G, G1
Wealth, Disposable Income and Consumption: Some Evidence for Canada Technical Report No. 71 Tiff Macklem The author develops a measure of aggregate private sector wealth in Canada and examines its ability to explain aggregate consumption of non-durables and services. This wealth measure includes financial, physical and human wealth. The author measures human wealth as the expected present value of aggregate labour income, net of government expenditures, based on a discrete […] Content Type(s): Staff research, Technical reports Research Topic(s): Domestic demand and components JEL Code(s): D, D9, D91, E, E2, E21
Portfolio Rebalancing Channel and the Effects of Large-Scale Stock and Bond Purchases Staff Working Paper 2025-38 Sami Alpanda, Serdar Kabaca We quantify the effects of large-scale stock purchases by a central bank and compare these to bond purchases. We find that the central bank’s equity purchases would lower the risk and term premiums on stocks and long-term bonds, respectively, and thereby stimulate economic activity. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Monetary policy transmission JEL Code(s): E, E3, E32, E4, E44, E5, E52
Self-Enforcing Labour Contracts and the Dynamics Puzzle Staff Working Paper 2005-1 Christian Calmès To properly account for the dynamics of key macroeconomic variables, researchers incorporate various internal-propagation mechanisms in their models. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Labour markets JEL Code(s): E, E1, E12, E4, E49, J, J3, J30, J31, J4, J41
November 20, 2018 Choosing the Best Monetary Policy Framework for Canada Remarks Carolyn A. Wilkins McGill University Max Bell School of Public Policy Montréal, Quebec Senior Deputy Governor Carolyn A. Wilkins discusses public policy issues around monetary policy frameworks and how those issues have become more complex in the post-global financial crisis world. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Fiscal policy, Inflation and prices, Inflation targets, Interest rates, Monetary policy framework
Survival Analysis of Bank Note Circulation: Fitness, Network Structure and Machine Learning Staff Working Paper 2020-33 Diego Rojas, Juan Estrada, Kim Huynh, David T. Jacho-Chávez Using the Bank of Canada's Currency Information Management Strategy, we analyze the network structure traced by a bank note’s travel in circulation and find that the denomination of the bank note is important in our potential understanding of the demand and use of cash. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C52, C6, C65, C8, C81, E, E4, E42, E5, E51