Model Averaging in Markov-Switching Models: Predicting National Recessions with Regional Data Staff Working Paper 2015-24 Pierre Guérin, Danilo Leiva-Leon This paper introduces new weighting schemes for model averaging when one is interested in combining discrete forecasts from competing Markov-switching models. In particular, we extend two existing classes of combination schemes – Bayesian (static) model averaging and dynamic model averaging – so as to explicitly reflect the objective of forecasting a discrete outcome. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C5, C53, E, E3, E32, E37
Revisiting the Macroeconomic Impact of Oil Shocks in Asian Economies Staff Working Paper 2015-23 Juncal Cunado, Soojin Jo, Fernando Perez de Gracia This paper analyzes the macroeconomic impact of oil shocks in four of the largest oil-consuming Asian economies, using a structural vector autoregressive model. We identify three different types of oil shocks via sign restrictions: an oil supply shock, an oil demand shock driven by global economic activity and an oil-specific demand shock. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): E, E3, E32, O, O5, O53, Q, Q4, Q43
Sheltered Income: Estimating Income Under-Reporting in Canada, 1998 and 2004 Staff Working Paper 2015-22 Geoffrey R. Dunbar, Chunling Fu We use data from the Survey of Financial Security and the Survey of Household Spending to estimate the incidence and extent of income under-reporting in Canada in 1998 and 2004. We estimate that the proportion of households under-reporting income is roughly 35 to 50 per cent in both years. Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components JEL Code(s): H, H2, H26, I, I3, I32, K, K4, K42
Large-Scale Asset Purchases: Impact on Commodity Prices and International Spillover Effects Staff Working Paper 2015-21 Sharon Kozicki, Lena Suchanek, Eric Santor Prices of commodities, including metals, energy and agricultural products, rose markedly over the 2009–2010 period. Some observers have attributed a significant part of this increase in commodity prices to the U.S. Federal Reserve’s large-scale asset purchase (LSAP) programs. Content Type(s): Staff working papers Research Topic(s): International topics JEL Code(s): E, E5, E58, G, G1, G14, Q, Q0, Q00
Changes in Payment Timing in Canada’s Large Value Transfer System Staff Working Paper 2015-20 Nellie Zhang This paper uncovers trends in payment timing in Canada’s Large Value Transfer System (LVTS) from 2003 to 2011. Descriptive analysis shows that LVTS payment activity has not been peaking in the late afternoon since 2008, and the improvement was most significant in 2009. Content Type(s): Staff working papers Research Topic(s): Payment clearing and settlement systems JEL Code(s): E, E5, E50, G, G2, G20
Productive Misallocation and International Transmission of Credit Shocks Staff Working Paper 2015-19 Yuko Imura, Julia Thomas We develop an asymmetric, two-country equilibrium business cycle model to study the role of international trade in transmitting and propagating the real effects of global financial shocks. Our model predicts that a recession in a large economy considerably alters a recession in its smaller trade partner, with distinct investment dynamics driving the transmission. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Financial markets, Financial stability, International topics JEL Code(s): E, E2, E22, E3, E32, E4, E44, F, F4, F41, F44
Government and Private E-Money-Like Systems: Federal Reserve Notes and National Bank Notes Staff Working Paper 2015-18 Warren E. Weber The period from 1914 to 1935 in the United States is unique in that it was the only time that both privately-issued bank notes (national bank notes) and central bank-issued bank notes (Federal Reserve notes) were simultaneously in circulation. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Financial services JEL Code(s): E, E4, E41, E42, E5, E58
Testing for the Diffusion Matrix in a Continuous-Time Markov Process Model with Applications to the Term Structure of Interest Rates Staff Working Paper 2015-17 Fuchun Li The author proposes a test for the parametric specification of each component in the diffusion matrix of a d-dimensional diffusion process. Overall, d (d-1)/2 test statistics are constructed for the off-diagonal components, while d test statistics are constructed for the main diagonal components. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C12, C14, E, E1, E17, E4, E43, G, G1, G12, G2, G20
Exploring Differences in Household Debt Across Euro Area Countries and the United States Staff Working Paper 2015-16 Dimitris Christelis, Michael Ehrmann, Dimitris Georgarakos We use internationally comparable household-level data for ten euro area economies and the United States to investigate cross-country differences in debt holdings and the potential of debt overhang. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Econometric and statistical methods, International topics JEL Code(s): D, D1, D12, E, E2, E21, G, G1, G11
Household Stockholding Behavior During the Great Financial Crisis Staff Working Paper 2015-15 Jie Zhou Using the Panel Study of Income Dynamics, this paper studies household stock market participation and trading behavior in 2007–09, a period that saw a major stock market downswing. The stock market participation rate fell after the market crash. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets JEL Code(s): G, G0, G01, G1, G11