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
Booms and Busts in House Prices Explained by Constraints in Housing Supply Staff Working Paper 2013-18 Narayan Bulusu, Jefferson Duarte, Carles Vergara-Alert We study the importance of supply constraints in explaining the heterogeneity in house price cycles across geographies in the United States. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Economic models JEL Code(s): R, R3, R31
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
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
Information Sharing and Bargaining in Buyer-Seller Networks Staff Working Paper 2016-63 Sofia Priazhkina, Frank H. Page This paper presents a model of strategic buyer-seller networks with information exchange between sellers. Prior to engaging in bargaining with buyers, sellers can share access to buyers for a negotiated transfer. We study how this information exchange affects overall market prices, volumes and welfare, given different initial market conditions and information sharing rules. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Firm dynamics, Market structure and pricing JEL Code(s): C, C7, C71, C78, D, D2, D21, D4, D43, D8, D85, L, L1, L13
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
Modelling the Evolution of Credit Spreads in the United States Staff Working Paper 2004-45 Stuart Turnbull, Jun Yang The authors use Jarrow and Turnbull's (1995) reduced-form methodology to model the evolution of the term structure of interest rates in the United States for different credit classes and different industries. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): G, G1, G12, G13
International Transmission of Quantitative Easing Policies: Evidence from Canada Staff Working Paper 2022-30 Serdar Kabaca, Kerem Tuzcuoglu This paper examines the cross-border spillovers from major economies’ quantitative easing (QE) policies to their trading partners. We concentrate on spillovers from the US to Canada during the zero lower bound period when QE policies were actively used. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, International topics, Monetary policy transmission JEL Code(s): E, E5, E52, F, F4, F41, F44
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
Menu Costs, Relative Prices, and Inflation: Evidence for Canada Staff Working Paper 1997-14 Robert Amano, Tiff Macklem The menu-cost models of price adjustment developed by Ball and Mankiw (1994;1995) predict that short-run movements in inflation should be positively related to the skewness and the variance of the distribution of disaggregated relative-price shocks in each period. We test these predictions on Canadian data using the distribution of changes in disaggregated producer prices to measure the skewness and standard deviation of relative-price shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Monetary policy framework JEL Code(s): C, C5, C52, E, E3, E31