C5 - Econometric Modeling

• Multivariate Realized Stock Market Volatility

  Staff Working Paper 2007-20 Gregory Bauer, Keith Vorkink

  We present a new matrix-logarithm model of the realized covariance matrix of stock returns. The model uses latent factors which are functions of both lagged volatility and returns.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C3, C32, C5, C53, G, G1, G14

• Optimization in a Simulation Setting: Use of Function Approximation in Debt Strategy Analysis

  Staff Working Paper 2007-13 David Bolder, Tiago Rubin

  The stochastic simulation model suggested by Bolder (2003) for the analysis of the federal government's debt-management strategy provides a wide variety of useful information. It does not, however, assist in determining an optimal debt-management strategy for the government in its current form.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, Econometric and statistical methods, Financial markets, Fiscal policy JEL Code(s): C, C0, C1, C14, C15, C5, C51, C52, C6, C61, C65, E, E6, G, G1, H, H6, H63

• How Far Can Forecasting Models Forecast? Forecast Content Horizons for Some Important Macroeconomic Variables

  Staff Working Paper 2007-1 John Galbraith, Greg Tkacz

  For stationary transformations of variables, there exists a maximum horizon beyond which forecasts can provide no more information about the variable than is present in the unconditional mean. Meteorological forecasts, typically excepting only experimental or exploratory situations, are not reported beyond this horizon; by contrast, little generally accepted information about such maximum horizons is available for economic variables.

  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

• Linking Real Activity and Financial Markets: The Bonds, Equity, and Money (BEAM) Model

  Staff Working Paper 2006-42 Céline Gauthier, Fuchun Li

  The authors estimate a small monthly macroeconometric model (BEAM, for bonds, equity, and money) of the Canadian economy built around three cointegrating relationships linking financial and real variables over the 1975–2002 period.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability JEL Code(s): C, C5, E, E4

• Short-Run and Long-Run Causality between Monetary Policy Variables and Stock Prices

  Staff Working Paper 2006-39 Jean-Marie Dufour, David Tessier

  The authors examine simultaneously the causal links connecting monetary policy variables, real activity, and stock returns.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary and financial indicators JEL Code(s): C, C1, C12, C15, C3, C32, C5, C51, C53, E, E5, E52

• 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

• Using Monthly Indicators to Predict Quarterly GDP

  Staff Working Paper 2006-26 Yi Zheng, James Rossiter

  The authors build a model for predicting current-quarter real gross domestic product (GDP) growth using anywhere from zero to three months of indicators from that quarter.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Economic models JEL Code(s): C, C2, C22, C5, C53

• Linear and Threshold Forecasts of Output and Inflation with Stock and Housing Prices

  Staff Working Paper 2006-25 Greg Tkacz, Carolyn A. Wilkins

  The authors examine whether simple measures of Canadian equity and housing price misalignments contain leading information about output growth and inflation.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Inflation and prices JEL Code(s): C, C5, C53, E, E4

• Launching the NEUQ: The New European Union Quarterly Model, A Small Model of the Euro Area and U.K. Economies

  Staff Working Paper 2006-22 Anna Piretti, Charles St-Arnaud

  The authors develop a projection model of the euro area and the United Kingdom. The model consists of two country blocks, endogenous to each other via the foreign demand channel.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): C, C5, C53, E, E1, E17, E3, E37

• Forecasting Commodity Prices: GARCH, Jumps, and Mean Reversion

  Staff Working Paper 2006-14 Jean-Thomas Bernard, Lynda Khalaf, Maral Kichian, Sebastien McMahon

  Fluctuations in the prices of various natural resource products are of concern in both policy and business circles; hence, it is important to develop accurate price forecasts.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C52, C53, E, E3, E37