C3 - Multiple or Simultaneous Equation Models; Multiple Variables

• Estimation and Inference by the Method of Projection Minimum Distance

  Staff Working Paper 2007-56 Òscar Jordà, Sharon Kozicki

  A covariance-stationary vector of variables has a Wold representation whose coefficients can be semi-parametrically estimated by local projections (Jordà, 2005). Substituting the Wold representations for variables in model expressions generates restrictions that can be used by the method of minimum distance to estimate model parameters.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, C5, C53, E, E4, E47

• Tracking Canadian Trend Productivity: A Dynamic Factor Model with Markov Switching

  Staff Discussion Paper 2007-12 Michael Dolega

  The author attempts to track Canadian labour productivity over the past four decades using a multivariate dynamic factor model that, in addition to the labour productivity series, includes aggregate compensation and consumption information. Productivity is assumed to switch between two regimes (the high-growth state and the low-growth state) with different trend growth rates according to […]

  Content Type(s): Staff research, Staff discussion papers Topic(s): Productivity JEL Code(s): C, C3, C32, O, O4, O5, O51

• The Canadian Business Cycle: A Comparison of Models

  Staff Working Paper 2007-38 Frédérick Demers, Ryan Macdonald

  This paper examines the ability of linear and nonlinear models to replicate features of real Canadian GDP. We evaluate the models using various business-cycle metrics.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37

• 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 Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C3, C32, C5, C53, G, G1, G14

• Evaluating Forecasts from Factor Models for Canadian GDP Growth and Core Inflation

  Staff Working Paper 2007-8 Frédérick Demers, Calista Cheung

  This paper evaluates the performance of static and dynamic factor models for forecasting Canadian real output growth and core inflation on a quarterly basis. We extract the common component from a large number of macroeconomic indicators, and use the estimates to compute out-of-sample forecasts under a recursive and a rolling scheme with different window sizes.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37