E37 - Forecasting and Simulation: Models and Applications

• 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 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 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 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 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 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 Topic(s): Inflation and prices JEL Code(s): E, E3, E31, E37

• Forecasting GDP Growth Using Artificial Neural Networks

  Staff Working Paper 1999-3 Greg Tkacz, Sarah Hu

  Financial and monetary variables have long been known to contain useful leading information regarding economic activity. In this paper, the authors wish to determine whether the forecasting performance of such variables can be improved using neural network models. The main findings are that, at the 1-quarter forecasting horizon, neural networks yield no significant forecast improvements. […]

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Monetary and financial indicators JEL Code(s): C, C4, C45, E, E3, E37, E4, E44

• A Modified P*-Model of Inflation Based on M1

  Staff Working Paper 1996-15 Joseph Atta-Mensah

  This paper examines the performance of M1 in an indicator-model of inflation over time horizons as long as 16 quarters into the future.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models JEL Code(s): E, E3, E37

• A Distant-Early-Warning Model of Inflation Based on M1 Disequilibria

  Staff Working Paper 1996-5 Joseph Atta-Mensah, Walter Engert, Scott Hendry, Jamie Armour

  A vector error-correction model (VECM) that forecasts inflation between the current quarter and eight quarters ahead is found to provide significant leading information about inflation. The model focusses on the effects of deviations of M1 from its long-run demand but also includes, among other things, the influence of the exchange rate, a simple measure of the output gap and past prices.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Monetary aggregates, Monetary policy transmission JEL Code(s): E, E3, E37, E5, E52