What Accounts for the U.S.-Canada Education-Premium Difference? Staff Working Paper 2009-4 Oleksiy Kryvtsov, Alexander Ueberfeldt This paper analyzes the differences in wage ratios of university graduates to less than university graduates, the education premium, in Canada and the United States from 1980 to 2000. Both countries experienced a similar increase in the fraction of university graduates and a similar increase in skill biased technological change based on capital-embodied technological progress, but only the United States had a large increase in the education premium. Content Type(s): Staff research, Staff working papers Topic(s): Labour markets, Productivity JEL Code(s): E, E2, E24, E25, J, J2, J24, J3, J31
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 Topic(s): Domestic demand and components, Econometric and statistical methods, International topics JEL Code(s): C, C3, C32, E, E3, E37, F, F4, F47
The Anatomy of Sentiment-Driven Fluctuations Staff Working Paper 2021-33 Sushant Acharya, Jess Benhabib, Zhen Huo We show that changes in sentiment that aren’t related to fundamentals can drive persistent macroeconomic fluctuations even when all economic agents are rational. Changes in sentiment can also affect how fundamental shocks affect macroeconomic outcomes. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E2, E20, E3, E32, F, F4, F44
Composite Likelihood Estimation of an Autoregressive Panel Probit Model with Random Effects Staff Working Paper 2019-16 Kerem Tuzcuoglu Modeling and estimating persistent discrete data can be challenging. In this paper, we use an autoregressive panel probit model where the autocorrelation in the discrete variable is driven by the autocorrelation in the latent variable. In such a non-linear model, the autocorrelation in an unobserved variable results in an intractable likelihood containing high-dimensional integrals. Content Type(s): Staff research, Staff working papers Topic(s): Credit risk management, Econometric and statistical methods, Economic models JEL Code(s): C, C2, C23, C25, C5, C58, G, G2, G24
Estimation of the Default Risk of Publicly Traded Canadian Companies Staff Working Paper 2006-28 Georges Dionne, Sadok Laajimi, Sofiane Mejri, Madalina Petrescu Two models of default risk are prominent in the financial literature: Merton's structural model and Altman's non-structural model. Content Type(s): Staff research, Staff working papers Topic(s): Credit and credit aggregates, Debt management, Econometric and statistical methods, Financial markets, Recent economic and financial developments JEL Code(s): G, G2, G21, G24, G28, G3, G33
Predictive Density Combination Using a Tree-Based Synthesis Function Staff Working Paper 2023-61 Tony Chernis, Niko Hauzenberger, Florian Huber, Gary Koop, James Mitchell This paper studies non-parametric combinations of density forecasts. We introduce a regression tree-based approach that allows combination weights to vary on the features of the densities, time-trends or economic indicators. In two empirical applications, we show the benefits of this approach in terms of improved forecast accuracy and interpretability. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C3, C32, C5, C53
La fonction de production et les données canadiennes Staff Working Paper 2005-20 Patrick Perrier This study has two aspects. First, the author examines the theoretical properties of the constant elasticity of substitution (CES) production function and the implications of this formulation for the properties of a structural macroeconomic model. Content Type(s): Staff research, Staff working papers Topic(s): Economic models JEL Code(s): D, D2, D24, E, E2, E23, O, O4, O40
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 Topic(s): Econometric and statistical methods, Financial institutions JEL Code(s): C, C1, C5, G, G1