Staff research

• Multivariate Tests of Mean-Variance Efficiency and Spanning with a Large Number of Assets and Time-Varying Covariances

  Staff Working Paper 2013-16 Sermin Gungor, Richard Luger

  We develop a finite-sample procedure to test for mean-variance efficiency and spanning without imposing any parametric assumptions on the distribution of model disturbances.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C12, C15, C3, C33, G, G1, G11, G12

• What Central Bankers Need to Know about Forecasting Oil Prices

  Staff Working Paper 2013-15 Christiane Baumeister, Lutz Kilian

  Forecasts of the quarterly real price of oil are routinely used by international organizations and central banks worldwide in assessing the global and domestic economic outlook, yet little is known about how best to generate such forecasts. Our analysis breaks new ground in several dimensions.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C53, E, E3, E32, Q, Q4, Q43

• Are Sunspots Learnable? An Experimental Investigation in a Simple General-Equilibrium Model

  Staff Working Paper 2013-14 Jasmina Arifovic, George Evans, Olena Kostyshyna

  We conduct experiments with human subjects in a model with a positive production externality in which productivity is a non-decreasing function of the average level of employment of other firms.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models JEL Code(s): D, D8, D83, G, G2, G20

• A Semiparametric Early Warning Model of Financial Stress Events

  Staff Working Paper 2013-13 Ian Christensen, Fuchun Li

  The authors use the Financial Stress Index created by the International Monetary Fund to predict the likelihood of financial stress events for five developed countries: Canada, France, Germany, the United Kingdom and the United States.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial stability JEL Code(s): C, C1, C12, C14, G, G0, G01, G1, G17
• April 30, 2013

  Research Update - April 2013

  This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website.

  Content Type(s): Staff research, Research newsletters

• Jump-Diffusion Long-Run Risks Models, Variance Risk Premium and Volatility Dynamics

  Staff Working Paper 2013-12 Jianjian Jin

  This paper calibrates a class of jump-diffusion long-run risks (LRR) models to quantify how well they can jointly explain the equity risk premium and the variance risk premium in the U.S. financial markets, and whether they can generate realistic dynamics of risk-neutral and realized volatilities.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Economic models JEL Code(s): G, G1, G12, G17

• Forecasting with Many Models: Model Confidence Sets and Forecast Combination

  Staff Working Paper 2013-11 Jon D. Samuels, Rodrigo Sekkel

  A longstanding finding in the forecasting literature is that averaging forecasts from different models often improves upon forecasts based on a single model, with equal weight averaging working particularly well. This paper analyzes the effects of trimming the set of models prior to averaging.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53

• A New Linear Estimator for Gaussian Dynamic Term Structure Models

  Staff Working Paper 2013-10 Antonio Diez de los Rios

  This paper proposes a novel regression-based approach to the estimation of Gaussian dynamic term structure models that avoids numerical optimization.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C13, E, E4, E43, G, G1, G12

• An Equilibrium Analysis of the Rise in House Prices and Mortgage Debt

  Staff Working Paper 2013-9 Shaofeng Xu

  This paper examines the contributions of population aging, mortgage innovation and historically low interest rates to the sharp rise in U.S. house prices and mortgage debt between 1994 and 2005.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Credit and credit aggregates, Economic models JEL Code(s): E, E2, E21, E4, E44, G, G1, G11, R, R2, R21

• Countercyclical Bank Capital Requirement and Optimized Monetary Policy Rules

  Staff Working Paper 2013-8 Carlos De Resende, Ali Dib, René Lalonde, Nikita Perevalov

  Using BoC-GEM-Fin, a large-scale DSGE model with real, nominal and financial frictions featuring a banking sector, we explore the macroeconomic implications of various types of countercyclical bank capital regulations. Results suggest that countercyclical capital requirements have a significant stabilizing effect on key macroeconomic variables, but mostly after financial shocks.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Financial institutions, Financial stability, International topics JEL Code(s): E, E3, E32, E4, E44, E5, G, G1, G2