Penalized likelihood based tests for regime switching in autoregressive models
In this thesis, we are mainly concerned with the basic methodological issue to test for regime switching in various Markov-switching autoregressive models. To this end, we develop some penalized likelihood based tests which neglect the dependence structure in the latent process. We derive the asympt...
Sábháilte in:
Príomhchruthaitheoir: | |
---|---|
Rannpháirtithe: | |
Formáid: | Dissertation |
Teanga: | Béarla |
Foilsithe / Cruthaithe: |
Philipps-Universität Marburg
2011
|
Ábhair: | |
Rochtain ar líne: | An téacs iomlán mar PDF |
Clibeanna: |
Cuir clib leis
Níl clibeanna ann, Bí ar an gcéad duine le clib a chur leis an taifead seo!
|
Achoimre: | In this thesis, we are mainly concerned with the basic methodological issue to test for regime switching in various Markov-switching autoregressive models. To this end, we develop some penalized likelihood based tests which neglect the dependence structure in the latent process. We derive the asymptotic distribution of the corresponding test statistics under the hypothesis. Finally, we apply our methods to financial and macroeconomic time series. |
---|---|
DOI: | 10.17192/z2011.0120 |