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StatLearn 2010 - Workshop on "Challenging problems in Statistical Learning"StatLearn 2010 - Workshop on "Challenging problems in Statistical Learning" Author: Statlearn2010 Language: fr Contact email: Get it Feed URL: Get it iTunes ID: Get it |
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1.1 Ultrametric wavelet regression of multivariate time series: application to Colombian conflict analysis (Fionn Murtagh)
Thursday, 4 December, 2014
We first pursue the study of how hierarchy provides a well-adapted tool for the analysis of change. Then, using a time sequence-constrained hierarchical clustering, we develop the practical aspects of a new approach to wavelet regression. This provides a new way to link hierarchical relationships in a multivariate time series data set with external signals. Violence data from the Colombian conflict in the years 1990 to 2004 are used throughout. We conclude with some proposals for further study on the relationship between social violence and market forces, viz. between the Colombian conflict and the US narcotics market.
