Detecting macroeconomic phases in the Dow Jones Industrial Average time series

In this paper, we perform statistical segmentation and clustering analysis of the Dow Jones Industrial Average (DJI) time series between January 1997 and August 2008. Modeling the index movements and log-index movements as stationary Gaussian processes, we find a total of 116 and 119 statistically s...

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Bibliographic Details
Main Authors: Wong, Jian Cheng, Lian, Heng, Cheong, Siew Ann
Other Authors: School of Physical and Mathematical Sciences
Format: Journal Article
Language:English
Published: 2009
Subjects:
Online Access:https://hdl.handle.net/10356/91824
http://hdl.handle.net/10220/6107