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
Using Monthly Indicators to Predict Quarterly GDP Staff Working Paper 2006-26 Yi Zheng, James Rossiter The authors build a model for predicting current-quarter real gross domestic product (GDP) growth using anywhere from zero to three months of indicators from that quarter. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Economic models JEL Code(s): C, C2, C22, C5, C53
August 19, 2002 Models in Policy-Making Bank of Canada Review - Summer 2002 Donald Coletti, Stephen Murchison This article examines another strategy in the Bank's approach to dealing with an uncertain world: the use of carefully articulated models to produce economic forecasts and to examine the implications of the various risks to those forecasts. Economic models are deliberate simplifications of a complex world that allow economists to make predictions that are reasonably accurate and that can be easily understood and communicated. By using several models, based on competing paradigms, the Bank minimizes policy errors that could result from relying on one view of the world and one philosophy of model design. The authors review some of the models currently used at the Bank, as well as the role of judgment in the projection process. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Economic models
Complementarities Between Fiscal Policy and Monetary Policy—Literature Review Staff Discussion Paper 2021-4 Wei Dong, Geoffrey R. Dunbar, Christian Friedrich, Dmitry Matveev, Romanos Priftis, Lin Shao This paper surveys and summarizes the literature on how fiscal policy and monetary policy can complement each other in stabilizing economic activity. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Fiscal policy, Monetary policy JEL Code(s): E, E5, E52, E58, E6, E62, E63
Financial Market Imperfection, Overinvestment, and Speculative Precaution Staff Working Paper 2004-27 Christian Calmès The author uses panel data to assess the sensitivity of investment to cash flow in non-financial firms, taking into account the role their financial health plays in investment decisions. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): D, D9, D92, E, E2, E22, E4, E44, G, G3, G33
An Optimized Monetary Policy Rule for ToTEM Staff Working Paper 2006-41 Jean-Philippe Cayen, Amy Corbett, Patrick Perrier The authors propose a monetary policy rule for the Terms-of-Trade Economic Model (ToTEM), the Bank of Canada's new projection and policy-analysis model for the Canadian economy. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary policy framework, Monetary policy transmission JEL Code(s): E, E5, E52
Real-financial Linkages through Loan Default and Bank Capital Staff Working Paper 2013-3 Tamon Takamura Many studies in macroeconomics argue that financial frictions do not amplify the impacts of real shocks. This finding is based on models without endogenous default on loans and bank capital. Using a model featuring endogenous interactions between firm default and bank capital, this paper revisits the propagation mechanisms of real and financial shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability, Financial system regulation and policies, Interest rates JEL Code(s): E, E3, E32, E4, E44, E6, E69
January 23, 2007 Bank of Canada Review - Winter 2006-2007 Cover page French Provincial Issues in Canada The coins pictured on the cover are part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
Inflation Dynamics and the New Keynesian Phillips Curve: An Identification-Robust Econometric Analysis Staff Working Paper 2005-27 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian The authors use identification-robust methods to assess the empirical adequacy of a New Keynesian Phillips curve (NKPC) equation. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, C13, C5, C52, E, E3, E31
Assessment of the Effects of Macroprudential Tightening in Canada Staff Analytical Note 2016-12 Martin Kuncl During the period of 2008 to 2012, the rules for government-backed mortgage insurance were tightened on four occasions. In this note, we estimate the effects through a simple econometric exercise using a vector error-correction model (VECM). Content Type(s): Staff research, Staff analytical notes Research Topic(s): Credit and credit aggregates, Financial system regulation and policies, Housing JEL Code(s): C, C3, C32, E, E6, E65, G, G2, G28