Problems and Challenges in the Analysis of Complex Data: Static and Dynamic Approaches
نویسندگان
چکیده
This paper summarizes results in the use of the Forward Search in the analysis of corrupted datasets, or those with mixtures of populations. Methods developed for regression and clustering are described. However, the emphasis is on new challenges that arise in the analysis of large, complex datasets. These are motivated through an example in fraud detection. Much of this research comes from joint work with Anthony Atkinson, Andrea Cerioli, Domenico Perrotta and Francesca Torti.
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تاریخ انتشار 2013