12-020/4 - Predicting Time-Varying Parameters with Parameter-Driven and Observation-Driven Models


  • Authors
    Siem Jan Koopman, VU University Amsterdam; Andre Lucas, VU University Amsterdam; Marcel Scharth, VU University Amsterdam
  • Publication date
    March 6, 2012
  • Keywords
    Generalised autoregressive score model, Importance sampling, Model confidence set, Nonlinear state space model, Weibull-gamma mixture
  • JEL
    C53, C58, C22