Markov‐Switching Three‐Pass Regression Filter Staff Working Paper 2017-13 Pierre Guérin, Danilo Leiva-Leon, Massimiliano Marcellino We introduce a new approach for the estimation of high-dimensional factor models with regime-switching factor loadings by extending the linear three-pass regression filter to settings where parameters can vary according to Markov processes. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C2, C22, C23, C5, C53
What cured the TSX Equity index after COVID-19? Staff Analytical Note 2021-3 Guillaume Ouellet Leblanc, Jean-Sébastien Fontaine, Ryan Shotlander The TSX index rose by 9.5 percent in November 2020, adding large gains to an already sharp V-shaped recovery. The economic outlook improved at that time as well. We ask whether the stock market gains since last autumn are due to improving forecasts of firms’ earnings. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Coronavirus disease (COVID-19), Financial markets JEL Code(s): G, G1, G12, G14
November 15, 2017 Embracing Uncertainty in the Conduct of Monetary Policy Remarks Carolyn A. Wilkins Money Marketeers of New York University New York, New York Senior Deputy Governor Carolyn A. Wilkins explains how uncertainty is factored into monetary policy decisions. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Economic models, Monetary policy, Monetary policy and uncertainty, Monetary policy implementation, Monetary policy transmission
June 23, 2004 The Organizational Structure of Financial Market Regulation: Highlights from the Literature Financial System Review - June 2004 Christine Fay, Nicolas Parent Content Type(s): Publications, Financial System Review articles
On the Evolution of Multiple Jobholding in Canada Staff Working Paper 2019-49 Olena Kostyshyna, Etienne Lalé The number of workers who hold more than one job (a.k.a. multiple jobholders) has increased recently in Canada. While this seems to echo the view that non-standard work arrangements are becoming pervasive, the increase has in fact been trivial compared with the long-run rise of multiple jobholding that has occurred since the mid-1970s. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Labour markets JEL Code(s): E, E2, E24, J, J2, J21, J22, J6, J60
The Power of Many: Assessing the Economic Impact of the Global Fiscal Stimulus Staff Discussion Paper 2010-1 Carlos De Resende, René Lalonde, Stephen Snudden The Bank of Canada Global Economy Model (BoC-GEM) is used to examine the effect of various types of discretionary fiscal policies on different regions of the globe. The BoC-GEM is a microfounded dynamic stochastic general-equilibrium global model with six regions, multiple sectors, and international linkages. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Business fluctuations and cycles, Fiscal policy, International topics, Recent economic and financial developments JEL Code(s): E, E5, E52, E58, E6, E61, E63, F, F4, F42
Does Micro Evidence Support the Wage Phillips Curve in Canada? Staff Working Paper 2002-4 Jean Farès The existing macroeconometric evidence lends support to the wage Phillips curve by showing a negative relation between the rate of change in wages and the unemployment rate, conditional on lagged price inflation. Most theoretical models of wage setting, however, generate a "wage curve," described by a negative relation between the level of the real wage and unemployment. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices JEL Code(s): J, J3, J31
Macroeconomic Predictions Using Payments Data and Machine Learning Staff Working Paper 2022-10 James Chapman, Ajit Desai We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
The impact of the Bank of Canada’s Government Bond Purchase Program Staff Analytical Note 2021-23 Rohan Arora, Sermin Gungor, Joe Nesrallah, Guillaume Ouellet Leblanc, Jonathan Witmer We assess the response of Government of Canada bond yields to the Bank of Canada’s initial announcement of the Government Bond Purchase Program (GBPP) as well as to the Bank’s later GBPP purchase operations. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Monetary policy, Monetary policy implementation, Monetary policy transmission JEL Code(s): E, E5, E52, E58, E6, E63
The Rise of Non-Regulated Financial Intermediaries in the Housing Sector and its Macroeconomic Implications Staff Working Paper 2017-36 Hélène Desgagnés I examine the impact of non-regulated lenders in the mortgage market using a dynamic stochastic general equilibrium (DSGE) model. My model features two types of financial intermediaries that differ in three ways: (i) only regulated intermediaries face a capital requirement, (ii) non-regulated intermediaries finance themselves by selling securities and cannot accept deposits, and (iii) non-regulated intermediaries face a more elastic demand. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Financial system regulation and policies, Housing JEL Code(s): E, E3, E32, E4, E44, E47, E6, E60, G, G2, G21, G23, G28