Forecasting Asian credit default swap spreads: A comparison of multi-regime models
© Springer International Publishing AG 2017. This paper aims to explore the best forecasting model for predicting the Credit Default Swap (CDS) index spreads in emerging markets Asia by comparing the forecasting performance between the multi-regime models. We apply threshold, Markov switching, Marko...
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th-cmuir.6653943832-407422017-09-28T04:11:13Z Forecasting Asian credit default swap spreads: A comparison of multi-regime models Khiewngamdee C. Yamaka W. Sriboonchitta S. © Springer International Publishing AG 2017. This paper aims to explore the best forecasting model for predicting the Credit Default Swap (CDS) index spreads in emerging markets Asia by comparing the forecasting performance between the multi-regime models. We apply threshold, Markov switching, Markov switching GARCH and simple least squares for structural and autoregressive modeling. Both in- and out-of-sample forecasts are conducted to compare the forecasting performance between models. The results suggest that Markov switching GARCH(1,1) structural model presents the best performance in predicting Asian Credit Default Swap (CDS) index spreads. We also check the preciseness of our selected model by employing the robustness test. 2017-09-28T04:11:13Z 2017-09-28T04:11:13Z Book Series 1860949X 2-s2.0-85012890916 10.1007/978-3-319-50742-2_28 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012890916&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/40742 |
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© Springer International Publishing AG 2017. This paper aims to explore the best forecasting model for predicting the Credit Default Swap (CDS) index spreads in emerging markets Asia by comparing the forecasting performance between the multi-regime models. We apply threshold, Markov switching, Markov switching GARCH and simple least squares for structural and autoregressive modeling. Both in- and out-of-sample forecasts are conducted to compare the forecasting performance between models. The results suggest that Markov switching GARCH(1,1) structural model presents the best performance in predicting Asian Credit Default Swap (CDS) index spreads. We also check the preciseness of our selected model by employing the robustness test. |
| format |
Book Series |
| author |
Khiewngamdee C. Yamaka W. Sriboonchitta S. |
| spellingShingle |
Khiewngamdee C. Yamaka W. Sriboonchitta S. Forecasting Asian credit default swap spreads: A comparison of multi-regime models |
| author_facet |
Khiewngamdee C. Yamaka W. Sriboonchitta S. |
| author_sort |
Khiewngamdee C. |
| title |
Forecasting Asian credit default swap spreads: A comparison of multi-regime models |
| title_short |
Forecasting Asian credit default swap spreads: A comparison of multi-regime models |
| title_full |
Forecasting Asian credit default swap spreads: A comparison of multi-regime models |
| title_fullStr |
Forecasting Asian credit default swap spreads: A comparison of multi-regime models |
| title_full_unstemmed |
Forecasting Asian credit default swap spreads: A comparison of multi-regime models |
| title_sort |
forecasting asian credit default swap spreads: a comparison of multi-regime models |
| publishDate |
2017 |
| url |
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012890916&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/40742 |
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