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Bayesian Networks and Sex-Related Homicides

Stephan Stahlschmidt

出版	SSRN, 2017
URL	http://books.google.com.hk/books?id=ZlEBzwEACAAJ&hl=&source=gbs_api

註釋

We present a statistical investigation on the domain of sex-related homicides. As general sociological and psychological theory on this specific type of crime is incomplete or even lacking, a data-driven approach is implemented. In detail, graphical modelling is applied to learn the dependency structure and several structure learning algorithms are combined to yield a skeleton corresponding to distinct Bayesian Networks. This graph is subsequently analysed and presents a distinction between an offender and a situation driven crime.