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Titolo

Occhiello

Ana Maria Colubi Cervero
Curriculum vitae e dichiarazione altri incarichi ex D.lgs. n.33/2013



Positions

Full professor, University of Oviedo, Spain (on leave since 2018), visiting positions at Justus Liebig University Giessen, Germany, Frederick University, Cyprus, University of Bologna, Italy, and King's College London, UK. 

Scientific education

Degree in Mathematics, University of Oviedo, Spain (Thesis: Gini-Simpson vs Shannon diversity indices: A comparative study). Ph.D. Mathematics, University of Oviedo, Spain. (Dissertation: Strong laws of large numbers for fuzzy random variables).

Other activities

  • Coordinator of the ERCIM WG on Computational and Methodological Statistics (CMStatistics):

    http://www.cmstatistics.org/

  • CFEnetwork board member (CMStatistics Associate Editor and CFE-CMStatistics conference coordinator): http://www.cfenetwork.org [http://www.cfenetwork.org/]

  • Chairman of the European Board of Directors of the International Association for Statistical Computing, IASC (2014-2016): http://www.iasc-isi.org/node/1

Editorial Activity

  • Co-editor of Computational Statistics and Data Analysis (2015-).

  • Co-editor of Econometrics and Statistics (2015-)

  • Area Editor for Statistics and Probability of Fuzzy Sets and Systems (2007-2018)

  • Associate editor of Computational Statistics and Data Analysis (2007-2015) and International Journal of Computer Mathematics (2011-2015)

  • Guest editor of 4 special issues in Computational Statistics and Data Analysis and one in International Journal of Computer Mathematics.

Research profile

 Initially my research was related to probability theory in functional spaces and its applications to random (fuzzy) sets. After my Ph.D. I moved to methodological statistics. I combined later such research with applied data analysis and computational statistics. My main research line is in the area of statistics for expert assessments and imprecise data represented through (fuzzy) sets. Fuzzy data are formally elements of a cone of a Hilbert space, which connects my expertise with Hilbert-valued random elements. Other lines of research includes flood risk, non-parametric methods and bootstrapping, intelligent data analysis and matrix computations for the estimation of linear models.

Publications:

  • 76 publications indexed in the Web of Science. They include publications in probability theory (e.g. Probability Theory and Related Fields, Proceedings of the American Mathematical Society), methodological statistics (e.g. Statistica Sinica, Scandinavian Journal of Statistics), data analysis (e.g. Computational Statistics and Data Analysis, Advances in Data Analysis and Classification), ICT (e.g., Information Science, International Journal of Approximate Reasoning), econometric and environmental applications (e.g., Natural Hazards, Ecological Indicators).

  • 3 books (in Spanish).

Google scholar citations: https://scholar.google.com/citations?user=JNVRuMsAAAAJ&hl=en