Abstract
This analysis presents an application of a recently developed approach by Matteson and James (2012) for the analysis of change points in time-series data; in this case financial market indices converted to financial return series. The method involves the nonparametric estimation of both the number of change points and the positions at which they occur without making assumptions about the nature of the distributions involved. The procedure is used to explore the timing and number of change points in the data sets corresponding to the effects of the GFC and subsequent European Debt Crisis and their impact on daily market index return series for the Japanese, Chinese, Malaysian, Singaporean, and Indonesian markets from 2003 to 2013.
Original language | English |
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Title of host publication | Handbook of Asian finance |
Subtitle of host publication | REITs, trading, and fund performance |
Editors | David Lee Kuo Chuen, Greg N. Gregoriou |
Place of Publication | San Diego, CA |
Publisher | Elsevier |
Chapter | 15 |
Pages | 267-284 |
Number of pages | 18 |
Volume | 2 |
ISBN (Electronic) | 9780128010631 |
ISBN (Print) | 9780128009864 |
DOIs | |
Publication status | Published - 2014 |
Externally published | Yes |
Keywords
- Asian markets
- Change point analysis
- Global Financial Crisis
- Non-parametric
- Timing