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Three and One Questions to Dr. B. Mirkin About Complexity Statistics

In: Clusters, Orders, and Trees: Methods and Applications

Author

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  • Igor Mandel

    (Telmar Group Inc.)

Abstract

I share my personal thoughts about Boris Mirkin and, as a witness of his long-term development in data analysis (especially in the area of classification), pose several questions about the future in this area. They are: about mutual treatment of the variables, variation of which has very different practical importance; relationship between internal classification criteria and external goals of data analysis; and dubious role of the distance in clustering in the light of the last results about metrics in high dimensional space. The key question: the perspective of the “complexity statistics,” similarly to “complexity economics.”

Suggested Citation

  • Igor Mandel, 2014. "Three and One Questions to Dr. B. Mirkin About Complexity Statistics," Springer Optimization and Its Applications, in: Fuad Aleskerov & Boris Goldengorin & Panos M. Pardalos (ed.), Clusters, Orders, and Trees: Methods and Applications, edition 127, pages 1-9, Springer.
    • Handle: RePEc:spr:spochp:978-1-4939-0742-7_1
    DOI: 10.1007/978-1-4939-0742-7_1
    as

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