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Functional Statistics and Related Fields

Philippe Vieu (Hrsg.), Ricardo Cao (Hrsg.), Enea G. Bongiorno (Hrsg.), Germán Aneiros (Hrsg.)

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik

Beschreibung

This volume collects latest methodological and applied contributions on functional, high-dimensional and other complex data, related statistical models and tools as well as on operator-based statistics. It contains selected and refereed contributions presented at the Fourth International Workshop on Functional and Operatorial Statistics (IWFOS 2017) held in A Coruña, Spain, from 15 to 17 June 2017. The series of IWFOS workshops was initiated by the Working Group on Functional and Operatorial Statistics at the University of Toulouse in 2008. Since then, many of the major advances in functional statistics and related fields have been periodically presented and discussed at the IWFOS workshops. 

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Schlagwörter

Factor analysis and principal components, Operatorial statistics, Bayesian inference, Operator-based statistics, Complex data, Resampling methods, Functional data analysis, 62-07, 62G05, 62G09, 62G20, 62F12, 62F15, 62F40, 62H25, High-dimensional statistics, Correspondence analysis, Estimation, Asymptotic properties of estimators, Bootstrap and jackknife, Functional statistics