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Course: Estimating and Evaluating DGSE Models

  • PLACE AND DATE:
    Bank of Mexico, from August 3th to 7th 2009, in Mexico, D.F.

  • OBJECTIVE:
    The course presents a self contained exposition of systemwide methods to estimate and evaluate DSGE models.

  • PARTICIPANTS:
    CEMLA’s Member Central Banks. Required Background for participants: It is assumed that participants are familiar with the following topics:

    (a) Basic models used in dynamic macroeconomics, monetary economics and international economics.

    (b) Working knowledge of Matlab (and/or Dynare) programming language.

  • LANGUAGE:
    English.

  • AGENDA:

    • Solving DSGE models and data treatment

      • Dynamic Programming and Lagrangian Multipliers.

      • Linear and second order methods.

      • Dynare vs. other programs?

      • Detrending / filtering for calibration and estimation.

      • Problems.

    • Maximum likelihood estimation

      • State space models and Kalman filter

      • Prediction error decomposition of the likelihood and numerical tips.

      • Application to DSGE models.

    • Introduction to Bayesian methods and posterior simulators

      • Preliminaries: Bayes Theorem, Prior Selection, Nuisance Parameters.

      • Normal approximations.

      • MCMC methods (Gibbs sampler and Metropolis-Hastings).

      • Prior Robustness.

    • Bayesian estimation of DSGE models

      • Bayesian DSGE models.

      • Comparison with ML/ GMM/VAR approaches.

      • Identification problems in DSGE.

      • Examples.

    • Evaluation and forecasting with Bayesian DSGE models

      • Statistical and economic evaluation.

      • Unconditional and Conditional forecasting.

  • DEADLINE FOR REGISTRATION:
    The names of the participants should be submitted to both CEMLA and Banco de México by July 3rd , by the registration form.

  • COORDINATOR AT BANCO DE MEXICO:
    Álvaro García Zambrano, Telephone: +52 (55)  5237-2532; E-mail: agarciaz@banxico.org.mx

  • COORDINATOR AT CEMLA:
    Fernando Sánchez Cuadros
    Manager, Central Bank Programs and Technical Meetings
    Telephone: +52 (55)  5061 6670. Fax +52 (55)  5061 6678
    E-mail: sanchez@cemla.org  cc. lopez@cemla.org .

 

Centro de Estudios Monetarios Latinoamericanos
    Durango 54, Col. Roma, Mexico, D.F., Mexico.
    +52 (55) 5061 6640