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
Endogenous Borrowing Constraints and Consumption Volatility in a Small Open Economy Staff Working Paper 2006-37 Carlos De Resende Consumption volatility relative to output volatility is consistently higher in emerging economies than in developed economies. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics JEL Code(s): F, F3, F32, F34, F4, F41
Modélisation « PAC » du secteur extérieur de l'économie américaine Staff Working Paper 2004-3 Marc-André Gosselin, René Lalonde In this paper, the authors use polynomial adjustment cost (PAC) models to analyze and forecast the main components of the U.S. trade sector. Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components, Econometric and statistical methods, International topics JEL Code(s): C, C3, C32, E, E3, E37, F, F4, F47
Estimating the Effect of Exchange Rate Changes on Total Exports Staff Working Paper 2019-17 Thierry Mayer, Walter Steingress This paper shows that real effective exchange rate (REER) regressions, the standard approach for estimating the response of aggregate exports to exchange rate changes, imply biased estimates of the underlying elasticities. We provide a new aggregate regression specification that is consistent with bilateral trade flows micro-founded by the gravity equation. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Exchange rates, International topics JEL Code(s): F, F1, F11, F12, F3, F31, F32
Let’s Get Physical: Impacts of Climate Change Physical Risks on Provincial Employment Staff Working Paper 2024-32 Thibaut Duprey, Soojin Jo, Geneviève Vallée We analyze 40 years’ worth of natural disasters using a local projection framework to assess their impact on provincial labour markets in Canada. We find that disasters decrease hours worked within a week and lower wage growth in the medium run. Our study highlights that disasters affect vulnerable workers through the income channel. Content Type(s): Staff research, Staff working papers Research Topic(s): Climate change, Labour markets, Regional economic developments JEL Code(s): C, C3, C33, E, E2, E24, J, J3, Q, Q5, Q54
Assessing and Valuing the Non-Linear Structure of Hedge Fund Returns Staff Working Paper 2006-31 Antonio Diez de los Rios, René Garcia Several studies have put forward the non-linear structure and option-like features of returns associated with hedge fund strategies. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial institutions JEL Code(s): C, C1, C5, G, G1