Clustering financial time series: new insights from an extended hidden Markov model

In recent years, large amounts of financial data have become available for analysis. We propose exploring returns from 21 European stock markets by model-based clustering of regime switching models. These econometric models identify clusters of time series with similar dynamic patterns and moreover...

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Bibliographic Details
Main Author: Dias, J. G. (author)
Other Authors: Vermunt, J. K. (author), Ramos, S. (author)
Format: article
Language:eng
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10071/8915
Country:Portugal
Oai:oai:repositorio.iscte-iul.pt:10071/8915