State-space models with regime switching : classical and Gibbs-sampling approaches with applications /
Chang-Jin Kim and Charles R. Nelson.
- Cambridge : MIT Press, 1999.
- xii, 297 páginas ; 23 cm.
Incluye bibliografías e índice.
I: The classical approach -; 2. The maximum likelihood estimation method : practical issues ; 3. State-Space models and the Kalman filter ; 4. Markov-Switching models ; 5. State-Space models with Markov Switching ; 6. State-Space models with heteroskedastic disturbances -- II: The Gibbs-Sampling approach ; 7. An introduction to Bayesian inference and Gibbs-Sampling ; 8. State-Space models and Gibbs-Sampling ; 9. Markov- Switching models and Gibbs-Sampling ; 10. State-Space models with Markov Switching and Gibbs-Sampling ; 11. Gibbs-Sampling and parameter uncertainty : testing for mean reversion in heteroskedastic data.