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
A Small Dynamic Hybrid Model for the Euro Area Staff Working Paper 2003-19 Ramdane Djoudad, Céline Gauthier The authors estimate and solve a small structural model for the euro area over the 1983–2000 period. Given the assumption of rational expectations, the model implies a set of orthogonality conditions that provide the basis for estimating the model's parameter by generalized method of moments. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy transmission JEL Code(s): E, E3, E31
Understanding Firms’ Inflation Expectations Using the Bank of Canada’s Business Outlook Survey Staff Working Paper 2016-7 Simon Richards, Matthieu Verstraete Inflation expectations are a key determinant of actual and future inflation and thus matter for the conduct of monetary policy. We study how firms form their inflation expectations using quarterly firm-level data from the Bank of Canada’s Business Outlook Survey, spanning the 2001 to 2015 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Credibility, Econometric and statistical methods, Firm dynamics, Inflation and prices, Inflation targets, Monetary policy framework JEL Code(s): C, C1, C2, C25, D, D2, D21, D8, D84, E, E3, E31, E5, E52, E58
Fiscal Policy in the Age of COVID-19: Does It “Get in All of the Cracks”? Staff Working Paper 2022-45 Pierre-Olivier Gourinchas, Şebnem Kalemli-Özcan, Veronika Penciakova, Nicholas Sander The COVID-19 pandemic has caused an atypical recession in which some sectors of the economy boomed and others collapsed. This required a unique fiscal policy reaction to both support firms and stimulate activity in sectors with slack. Was fiscal policy able to get where it was needed? Mostly, yes. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Firm dynamics, Fiscal policy, International topics JEL Code(s): D, D5, D57, E, E6, E62, F, F4, F41
Valuation of Canadian- vs. U.S.-Listed Equity: Is There a Discount? Staff Working Paper 2003-6 Michael R. King, Dan Segal The authors examine how the valuation multiples assigned to the equity of Canadian-listed firms compare with the equity of comparable firms listed in the United States. They find that Canadian-listed firms trade at a discount to U.S.-listed firms across a range of valuation measures. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): G, G1, G12, G15
CBDC adoption and usage: some insights from field and laboratory experiments Staff Analytical Note 2020-12 Janet Hua Jiang This note discusses insights from historical launches of new payment methods and related laboratory experiments on the potential adoption and use of a central bank digital currency in the Canadian context. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): C, C9, E, E4, E5, E58
Estimating New Keynesian Phillips Curves Using Exact Methods Staff Working Paper 2004-11 Lynda Khalaf, Maral Kichian The authors use simple new finite-sample methods to test the empirical relevance of the 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
Corporate Balance Sheets in Developed Economies: Implications for Investment Staff Working Paper 2007-24 Denise Côté, Christopher Graham In this paper, the authors examine the aggregate national balance-sheets of non-financial corporations in Australia and the G7 countries with a view to assessing both their financial structure and their financial position. More importantly, the authors investigate whether the financial position of non-financial corporations (i.e., debt-to-equity ratio) is material to the economy's investment prospects and whether the importance of this channel differs depending on the structure of corporate financing i.e., bank-based or market-oriented financing structures. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, International topics JEL Code(s): E, E2, E22, E3, E32, E4, E44
A Policy Model to Analyze Macroprudential Regulations and Monetary Policy Staff Working Paper 2014-6 Sami Alpanda, Gino Cateau, Césaire Meh We construct a small-open-economy, New Keynesian dynamic stochastic general-equilibrium model with real-financial linkages to analyze the effects of financial shocks and macroprudential policies on the Canadian economy. Our model has four key features. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial system regulation and policies JEL Code(s): E, E1, E17, E3, E32, E4, E44, F, F4, F41
Forecasting and Analyzing World Commodity Prices Staff Working Paper 2003-24 René Lalonde, Zhenhua Zhu, Frédérick Demers The authors develop simple econometric models to analyze and forecast two components of the Bank of Canada commodity price index: the Bank of Canada non-energy (BCNE) commodity prices and the West Texas Intermediate crude oil price. They present different methodologies to identify transitory and permanent components of movements in these prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5