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|Title:||A Class of Multivariate Latent Markov Model for Clustering Patterns of Criminal Activity|
|Citation:||Proceedings of Classification and Data Analysis 2005 p. 237-240|
|Publisher:||Monte Universita' parma editore s.r.l.|
|Type:||Articles in periodicals and books|
|Abstract:||We introduce a class of multivariate latent Markov models with covariates for the investigation of criminal trajectories. For the maximum likelihood estimation of these models we outline an EM-type algorithm. We also show how by fitting a suitable sequance of nested models belonging to the proposed class, we can perform a hierarchical classification of the crimes into homegeneous groups.|
|JRC Directorate:||Space, Security and Migration|
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