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Functional and High-Dimensional Statistics and Related Fields (Hardcover, 1st ed. 2020): German Aneiros, Ivana Horova, Marie... Functional and High-Dimensional Statistics and Related Fields (Hardcover, 1st ed. 2020)
German Aneiros, Ivana Horova, Marie Huskova, Philippe Vieu
R4,253 Discovery Miles 42 530 Ships in 10 - 15 working days

This book presents the latest research on the statistical analysis of functional, high-dimensional and other complex data, addressing methodological and computational aspects, as well as real-world applications. It covers topics like classification, confidence bands, density estimation, depth, diagnostic tests, dimension reduction, estimation on manifolds, high- and infinite-dimensional statistics, inference on functional data, networks, operatorial statistics, prediction, regression, robustness, sequential learning, small-ball probability, smoothing, spatial data, testing, and topological object data analysis, and includes applications in automobile engineering, criminology, drawing recognition, economics, environmetrics, medicine, mobile phone data, spectrometrics and urban environments. The book gathers selected, refereed contributions presented at the Fifth International Workshop on Functional and Operatorial Statistics (IWFOS) in Brno, Czech Republic. The workshop was originally to be held on June 24-26, 2020, but had to be postponed as a consequence of the COVID-19 pandemic. Initiated by the Working Group on Functional and Operatorial Statistics at the University of Toulouse in 2008, the IWFOS workshops provide a forum to discuss the latest trends and advances in functional statistics and related fields, and foster the exchange of ideas and international collaboration in the field.

Functional and High-Dimensional Statistics and Related Fields (Paperback, 1st ed. 2020): German Aneiros, Ivana Horova, Marie... Functional and High-Dimensional Statistics and Related Fields (Paperback, 1st ed. 2020)
German Aneiros, Ivana Horova, Marie Huskova, Philippe Vieu
R4,228 Discovery Miles 42 280 Ships in 10 - 15 working days

This book presents the latest research on the statistical analysis of functional, high-dimensional and other complex data, addressing methodological and computational aspects, as well as real-world applications. It covers topics like classification, confidence bands, density estimation, depth, diagnostic tests, dimension reduction, estimation on manifolds, high- and infinite-dimensional statistics, inference on functional data, networks, operatorial statistics, prediction, regression, robustness, sequential learning, small-ball probability, smoothing, spatial data, testing, and topological object data analysis, and includes applications in automobile engineering, criminology, drawing recognition, economics, environmetrics, medicine, mobile phone data, spectrometrics and urban environments. The book gathers selected, refereed contributions presented at the Fifth International Workshop on Functional and Operatorial Statistics (IWFOS) in Brno, Czech Republic. The workshop was originally to be held on June 24-26, 2020, but had to be postponed as a consequence of the COVID-19 pandemic. Initiated by the Working Group on Functional and Operatorial Statistics at the University of Toulouse in 2008, the IWFOS workshops provide a forum to discuss the latest trends and advances in functional statistics and related fields, and foster the exchange of ideas and international collaboration in the field.

Functional Statistics and Related Fields (Paperback, 1st ed. 2017): German Aneiros, Enea G. Bongiorno, Ricardo Cao, Philippe... Functional Statistics and Related Fields (Paperback, 1st ed. 2017)
German Aneiros, Enea G. Bongiorno, Ricardo Cao, Philippe Vieu
R3,632 Discovery Miles 36 320 Ships in 10 - 15 working days

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 Coruna, 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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