Turning Words into Numbers: Measuring News Media Coverage of Shortages Staff Discussion Paper 2023-8 Lin Chen, Stéphanie Houle We develop high-frequency, news-based indicators using natural language processing methods to analyze news media texts. Our indicators track both supply (raw, intermediate and final goods) and labour shortages over time. They also provide weekly time-varying topic narratives about various types of shortages. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Coronavirus disease (COVID-19), Econometric and statistical methods, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C5, C55, C8, C82, E, E3, E37
August 14, 1999 Passive Money, Active Money, and Monetary Policy Bank of Canada Review - Summer 1999 David Laidler This article by the Bank's visiting economist examines the role of money in the transmission of monetary policy. Professor Laidler argues against the view of money as a passive variable that reacts to changes in prices, output, and interest rates but has no direct causative effect on them. He maintains that the empirical evidence supports the view of money playing an active role in the transmission mechanism. While he agrees that individual monetary aggregates can be difficult to read because of instabilities in the demand-for-money function, he argues that monetary aggregates, particularly those relating to transactions money, should have a more significant place in the hierarchy of policy variables that the Bank considers when formulating monetary policy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Monetary aggregates, Monetary policy transmission
Inventories and Real Rigidities in New Keynesian Business Cycle Models Staff Working Paper 2009-9 Oleksiy Kryvtsov, Virgiliu Midrigan Kryvtsov and Midrigan (2008) study the behavior of inventories in an economy with menu costs, fixed ordering costs and the possibility of stock-outs. This paper extends their analysis to a richer setting that is capable of more closely accounting for the dynamics of the US business cycle. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary policy transmission JEL Code(s): E, E3, E31, F, F1, F12
Canadian City Housing Prices and Urban Market Segmentation Staff Working Paper 2006-49 Jason Allen, Robert Amano, David Byrne, Allan Gregory The authors provide a detailed empirical analysis of Canadian city housing prices. They examine the long-run relationship between city house prices in Canada from 1981 to 2005 as well as idiosyncratic relations between city prices and city-specific variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Regional economic developments JEL Code(s): C, C2, C22, C3, C32, R, R2
January 25, 2012 Collateral Portfolios and Adverse Dependence Financial System Review - December 2007 Alejandro García, Ramazan Gençay Content Type(s): Publications, Financial System Review articles
September 20, 2024 Artificial intelligence, the economy and central banking Remarks Tiff Macklem National Bureau of Economic Research, Economics of Artificial Intelligence Conference Toronto, Ontario Bank of Canada Governor Tiff Macklem discusses how artificial intelligence could impact the economy, and outlines some of the implications for monetary policy. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Financial stability, Inflation and prices, Labour markets, Monetary policy and uncertainty, Productivity
Implementation of Monetary Policy in a Regime with Zero Reserve Requirements Staff Working Paper 1997-8 Kevin Clinton Monetary policy can be implemented effectively without reserve requirements as long as cost incentives ensure a predictable demand for settlement balances. A central bank can then achieve the level of short-term interest rates that it desires, using market-oriented instruments only. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy implementation JEL Code(s): E, E5, E52
Forecasting Inflation with the M1-VECM: Part Two Staff Working Paper 1998-6 Walter Engert, Scott Hendry A central bank's main concern is the general direction of future inflation, and not transitory fluctuations of the inflation rate. As a result, this paper is concerned with forecasting a simple measure of the trend of inflation, the eight-quarter CPI-inflation rate. The primary objective is to improve the M1-based vector-error-correction model (VECM) developed by Hendry […] Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Inflation and prices, Monetary aggregates JEL Code(s): C, C3, C5, E, E3, E4, E5
Estimating One-Factor Models of Short-Term Interest Rates Staff Working Paper 1999-18 Des Mc Manus, David Watt There currently exists in the literature several continuous-time one-factor models for short-term interest rates. This paper considers a wide range of these models that are nested into one general model. These models are approximated using both a discrete-time model and a model that accounts for aggregation effects over time, and are estimated by both the […] Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Interest rates JEL Code(s): C, C5, C52, G, G1, G10
Nominal Rigidity, Desired Markup Variations, and Real Exchange Rate Persistence Staff Working Paper 2002-26 Hafedh Bouakez This paper develops and estimates a dynamic general-equilibrium sticky-price model that accounts for real exchange rate persistence. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Market structure and pricing, Monetary policy transmission JEL Code(s): F, F3, F31, F4, F41