E37 - Forecasting and Simulation: Models and Applications

• On the Advantages of Disaggregated Data: Insights from Forecasting the U.S. Economy in a Data-Rich Environment

  Staff Working Paper 2010-10 Nikita Perevalov, Philipp Maier

  The good forecasting performance of factor models has been well documented in the literature. While many studies focus on a very limited set of variables (typically GDP and inflation), this study evaluates forecasting performance at disaggregated levels to examine the source of the improved forecasting accuracy, relative to a simple autoregressive model. We use the latest revision of over 100 U.S. time series over the period 1974-2009 (monthly and quarterly data).

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47

• Introducing the Bank of Canada's Projection Model for the Global Economy

  Technical Report No. 99 Jeannine Bailliu, Patrick Blagrave, James Rossiter

  To complement its existing set of tools to analyze and forecast developments in the global economy, the Bank of Canada recently developed a version of the Global Projection Model (GPM) jointly with staff at the International Monetary Fund.

  Content Type(s): Staff research, Technical reports Topic(s): Business fluctuations and cycles, Economic models, International topics JEL Code(s): C, C6, C68, E, E2, E27, E3, E37, F, F0, F01

• Structural Multi-Equation Macroeconomic Models: Identification-Robust Estimation and Fit

  Staff Working Paper 2009-19 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian

  Weak identification is likely to be prevalent in multi-equation macroeconomic models such as in dynamic stochastic general equilibrium setups. Identification difficulties cause the breakdown of standard asymptotic procedures, making inference unreliable.

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

• The Bank of Canada's Version of the Global Economy Model (BoC-GEM)

  Technical Report No. 98 René Lalonde, Dirk Muir

  The Bank of Canada's version of the Global Economy Model (BoC-GEM) is derived from the model created at the International Monetary Fund by Douglas Laxton (IMF) and Paolo Pesenti (Federal Reserve Bank of New York and National Bureau of Economic Research).

  Content Type(s): Staff research, Technical reports Topic(s): Business fluctuations and cycles, Economic models, International topics JEL Code(s): C, C6, C68, E, E2, E27, E3, E37, F, F3, F32, F4, F47

• Canada's Pioneering Experience with a Flexible Exchange Rate in the 1950s: (Hard) Lessons Learned for Monetary Policy in a Small Open Economy

  Staff Working Paper 2007-45 Michael Bordo, Ali Dib, Lawrence L. Schembri

  This paper revisits Canada's pioneering experience with floating exchange rate over the period 1950–1962. It examines whether the floating rate was the best option for Canada in the 1950s by developing and estimating a New Keynesian small open economy model of the Canadian economy.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Exchange rates JEL Code(s): E, E3, E32, E37, F, F3, F31, F32, N, N1

• 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

• Does Indexation Bias the Estimated Frequency of Price Adjustment?

  Staff Working Paper 2007-15 Maral Kichian, Oleksiy Kryvtsov

  We assess the implications of price indexation for estimated frequency of price adjustment in sticky price models of business cycles. These models predominantly assume that non-reoptimized prices are indexed to lagged or average inflation.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Economic models, Inflation and prices JEL Code(s): E, E3, E31, E37

• 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

• 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 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 Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C52, C53, E, E3, E37