Combining Large Numbers of Density Predictions with Bayesian Predictive Synthesis Staff Working Paper 2023-45 Tony Chernis I show how to combine large numbers of forecasts using several approaches within the framework of a Bayesian predictive synthesis. I find techniques that choose and combine a handful of forecasts, known as global-local shrinkage priors, perform best. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C5, C52, C53, E, E3, E37
Uncovered Return Parity: Equity Returns and Currency Returns Staff Working Paper 2018-22 Edouard Djeutem, Geoffrey R. Dunbar We propose an uncovered expected returns parity (URP) condition for the bilateral spot exchange rate. URP implies that unilateral exchange rate equations are misspecified and that equity returns also affect exchange rates. Fama regressions provide evidence that URP is statistically preferred to uncovered interest rate parity (UIP) for nominal bilateral exchange rates between the US dollar and six countries (Australia, Canada, Japan, Norway, Switzerland and the UK) at the monthly frequency. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Exchange rates, International financial markets JEL Code(s): E, E4, E43, F, F3, F31, G, G1, G15
Computing the Accuracy of Complex Non-Random Sampling Methods: The Case of the Bank of Canada's Business Outlook Survey Staff Working Paper 2009-10 Daniel de Munnik, David Dupuis, Mark Illing A number of central banks publish their own business conditions survey based on non-random sampling methods. The results of these surveys influence monetary policy decisions and thus affect expectations in financial markets. To date, however, no one has computed the statistical accuracy of these surveys because their respective non-random sampling method renders this assessment non-trivial. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Econometric and statistical methods, Regional economic developments JEL Code(s): C, C4, C8, C81, C9, C90
The Global Benefits of Low Oil Prices: More Than Meets the Eye Staff Analytical Note 2016-13 Robert Fay, Justin-Damien Guénette, Louis Morel Between mid-2014 and early 2016, oil prices fell by roughly 65 per cent. This note documents the channels through which this oil price decline is expected to affect the global economy. One important and immediate channel is through higher expenditures, especially in net oil-importing countries. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Business fluctuations and cycles, International topics, Recent economic and financial developments JEL Code(s): E, E3, E32, E37, F, F0, F01, Q, Q4, Q43
Commodities and Monetary Policy: Implications for Inflation and Price Level Targeting Staff Working Paper 2012-16 Donald Coletti, René Lalonde, Paul Masson, Dirk Muir, Stephen Snudden We examine the relative ability of simple inflation targeting (IT) and price level targeting (PLT) monetary policy rules to minimize both inflation variability and business cycle fluctuations in Canada for shocks that have important consequences for global commodity prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Inflation and prices, International topics, Monetary policy framework JEL Code(s): E, E1, E17, E3, E31, E37, E5, E52, F, F4, F41, Q, Q4, Q43
Has wage setting changed in Canada? Evidence from the pre-pandemic 2020 Wage-Setting Survey Staff Analytical Note 2022-10 David Amirault, Sarah Miller, Matthieu Verstraete Just before the pandemic began, the Bank of Canada conducted the 2020 Wage-Setting Survey. The goal was to explore the unusual trend of subdued wage growth in 2018 and 2019 despite a tightening in the labour market. Although this wage puzzle was beginning to resolve at the time of the survey, results highlight changes in several factors that may have important impacts on wage dynamics. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Labour markets JEL Code(s): J, J3, J31, J32, J33, J6, J63
Adoption of a New Payment Method: Theory and Experimental Evidence Staff Working Paper 2017-28 Jasmina Arifovic, John Duffy, Janet Hua Jiang We model the introduction of a new payment method, e.g., e-money, that competes with an existing payment method, e.g., cash. The new payment method involves relatively lower per-transaction costs for both buyers and sellers, but sellers must pay a fixed fee to accept the new payment method. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): C, C3, C35, C8, C83, C9, C92, E, E4, E41
Does Financial Integration Increase Welfare? Evidence from International Household-Level Data Staff Working Paper 2015-4 Christian Friedrich Despite a vast empirical literature that assesses the impact of financial integration on the economy, evidence of substantial welfare gains from consumption risk sharing remains elusive. While maintaining the usual cross-country perspective of the literature, this paper explicitly accounts for household heterogeneity and thus relaxes three restrictive assumptions that have featured prominently in the past. Content Type(s): Staff research, Staff working papers Research Topic(s): International financial markets, International topics, Labour markets, Recent economic and financial developments JEL Code(s): E, E2, E21, F, F3, I, I3, I31
The Impact of Market Timing on Canadian and U.S. Firms' Capital Structure Staff Working Paper 2009-1 Zhaoxia Xu This paper studies the impact of market timing on Canadian firms' capital structure and makes a comparison with U.S. firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, International topics JEL Code(s): G, G3, G32
Identifying Asymmetric Comovements of International Stock Market Returns Staff Working Paper 2010-21 Fuchun Li Based on a new approach for measuring the comovements between stock market returns, we provide a nonparametric test for asymmetric comovements in the sense that stock market downturns will lead to stronger comovements than market upturns. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial stability, Financial system regulation and policies, International topics JEL Code(s): C, C4, C49, F, F2, F21, G, G1, G15, G19