Functional and High-Dimensional Statistics and Related Fields
Herausgegeben:Aneiros, Germán; Horová, Ivana; Husková, Marie; Vieu, Philippe
Functional and High-Dimensional Statistics and Related Fields
Herausgegeben:Aneiros, Germán; Horová, Ivana; Husková, Marie; Vieu, Philippe
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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…mehr
- Functional and High-Dimensional Statistics and Related Fields110,99 €
- New Advances in Statistics and Data Science57,99 €
- Nonparametric Statistics213,99 €
- Nonparametric Statistics147,99 €
- New Advances in Statistics and Data Science57,99 €
- Advances in Contemporary Statistics and Econometrics147,99 €
- Advances in Contemporary Statistics and Econometrics147,99 €
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The book gathers selected, refereed contributions presented at the Fifth International Workshop on Functional and Operatorial Statistics (IWFOS) in Brno, Czech Republic. Theworkshop 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.
- Produktdetails
- Contributions to Statistics
- Verlag: Springer / Springer International Publishing / Springer, Berlin
- Artikelnr. des Verlages: 978-3-030-47755-4
- 1st ed. 2020
- Seitenzahl: 276
- Erscheinungstermin: 20. Juni 2020
- Englisch
- Abmessung: 241mm x 160mm x 21mm
- Gewicht: 564g
- ISBN-13: 9783030477554
- ISBN-10: 303047755X
- Artikelnr.: 59151302
- Contributions to Statistics
- Verlag: Springer / Springer International Publishing / Springer, Berlin
- Artikelnr. des Verlages: 978-3-030-47755-4
- 1st ed. 2020
- Seitenzahl: 276
- Erscheinungstermin: 20. Juni 2020
- Englisch
- Abmessung: 241mm x 160mm x 21mm
- Gewicht: 564g
- ISBN-13: 9783030477554
- ISBN-10: 303047755X
- Artikelnr.: 59151302