E37 - Forecasting and Simulation: Models and Applications

• 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 Research Topic(s): Domestic demand and components, Econometric and statistical methods, International topics JEL Code(s): C, C3, C32, E, E3, E37, F, F4, F47

• Explaining and Forecasting Inflation in Emerging Markets: The Case of Mexico

  Staff Working Paper 2003-17 Jeannine Bailliu, Daniel Garcés, Mark Kruger, Miguel Messmacher

  The authors apply existing inflation models that have worked well in industrialized countries to Mexico, an emerging market that has recently moved to adopt an inflation-targeting framework for monetary policy. They compare the performance of these models with a mark-up model that has been used extensively to analyze inflation in Mexico.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, International topics JEL Code(s): E, E3, E31, E37

• Testing the Stability of the Canadian Phillips Curve Using Exact Methods

  Staff Working Paper 2003-7 Lynda Khalaf, Maral Kichian

  Postulating two different specifications for the Canadian Phillips curve (a purely backwardlooking model, and a partly backward-, partly forward-looking model), the authors test for structural breaks in the parameters of the equation. In each case, they account for the possibilities that: (i) breaks can be discrete, or continuous, and (ii) available data samples may be too small to justify using asymptotically valid structural-change tests.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C15, C5, C52, E, E3, E31, E37

• Evaluating the Quarterly Projection Model: A Preliminary Investigation

  Staff Working Paper 2002-20 Robert Amano, Kim McPhail, Hope Pioro, Andrew Rennison

  This paper summarizes the results of recent research evaluating the Bank of Canada's Quarterly Projection Model (QPM).

  Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): C, C5, C52, E, E1, E17, E3, E30, E37

• Estimated DGE Models and Forecasting Accuracy: A Preliminary Investigation with Canadian Data

  Staff Working Paper 2002-18 Kevin Moran, Veronika Dolar

  This paper applies the hybrid dynamic general-equilibrium, vector autoregressive (DGE-VAR) model developed by Ireland (1999) to Canadian time series.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E3, E32, E37

• A Consistent Bootstrap Test for Conditional Density Functions with Time-Dependent Data

  Staff Working Paper 2001-21 Fuchun Li, Greg Tkacz

  This paper describes a new test for evaluating conditional density functions that remains valid when the data are time-dependent and that is therefore applicable to forecasting problems. We show that the test statistic is asymptotically distributed standard normal under the null hypothesis, and diverges to infinity when the null hypothesis is false.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C12, C15, E, E3, E37

• Evaluating Factor Models: An Application to Forecasting Inflation in Canada

  Staff Working Paper 2001-18 Marc-André Gosselin, Greg Tkacz

  This paper evaluates the forecasting performance of factor models for Canadian inflation. This type of model was introduced and examined by Stock and Watson (1999a), who have shown that it is quite promising for forecasting U.S. inflation.

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

• On the Nature and the Stability of the Canadian Phillips Curve

  Staff Working Paper 2001-4 Maral Kichian

  This paper empirically determines why, during the 1990s, inflation in Canada was consistently more stable than predicted by the fixed-coefficients Phillips curve. A time-varying-coefficient model, where all the parameters adjust simultaneously, shows that the behaviour of expectations was probably a major contributing factor.

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

• The U.S. Capacity Utilization Rate: A New Estimation Approach

  Staff Working Paper 1999-14 René Lalonde

  The recent strengh of the U.S. economy and historically low rates of inflation have sparked considerable debate among economists and Federal Reserve officials. In order to better explain the recent behaviour of inflation, some observers have raised the concept of a non-accelerating inflation capacity utilization rate (NAICU). In this study, the author presents a new […]

  Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles JEL Code(s): E, E3, E32, E37

• Indicator Models of Core Inflation for Canada

  Staff Working Paper 1999-13 Richard Dion

  When there is uncertainty about estimates of the margin of unused capacity in the economy, examining a range of inflation indicators may help in assessing the balance of risks regarding the outlook for inflation. This paper tests a wide range of observable variables for their leading-indicator properties with respect to core inflation, including: commodity prices, […]

  Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices JEL Code(s): E, E3, E31, E37