Contributions to Statistics

Functional Statistics and Related Fields

Editors: Aneiros, G., Bongiorno, E.G., Cao, R., Vieu, P. (Eds.)

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  • Presents latest advances in functional and operator-based statistics
  • Features contributions on functional, high-dimensional and other complex data
  • Appeals to a wide audience, from theoretical statisticians to experimental scientists
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About this book

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. 

About the authors

Germán Aneiros received his Ph.D. in Mathematics from the University of Santiago de Compostela (Spain) in 2001. Since 2003 he has been Associate Professor of Statistics at the University of A Coruña (Spain). His research focuses on Time Series Analysis and statistical inference for Functional Data. He is Associate Editor of Computational Statistics.

Enea G. Bongiorno received his Ph.D. in Mathematics at Università degli Studi di Milano in 2008. Since 2013 he has been Assistant Professor in Statistics at Università del Piemonte Orientale. His interests include non- and semi-parametric methods for functional data and, previously, random fuzzy set-valued processes. He was co-editor of the volume “Contributions in infinite-dimensional statistics and related topics”.

Ricardo Cao is Full Professor of Statistics at the University of A Coruña (UDC). He is author of more than 120 scientific publications, Co-Editor of Computational Statistics and Associate Editor of Nonparametric Statistics and Computational Statistics & Data Analysis, past Co-Editor of Test and President of ECAS. Elected member of ISI, Ricardo Cao has been the Coordinator for Mathematics in the Spanish Agency for Research Evaluation and Vice-rector for Research at UDC.

Philippe Vieu is Full Professor of Statistics at University Toulouse 3, France. He is the author of more than 120 papers in international journals and of various books, mainly in the fields of Functional Data Analysis, Nonparametric Statistics and Time Series Analysis. In the last decade he was member of the Editorial Board of various international journals, including Journal of Nonparametric Statistics, Test, Statistics & Probability Letters, Journal of Multivariate Analysis, Computational Statistics and CSDA. At the end of the nineties, he was one of the co-creators of the working group STAPH in Toulouse which is at the origin of IWFOS meetings.

Table of contents (36 chapters)

Table of contents (36 chapters)
  • An introduction to the 4th edition of the International Workshop on Functional and Operatorial Statistics

    Pages 1-5

    Aneiros, Germán (et al.)

  • Robust fusion methods for Big Data

    Pages 7-14

    Aaron, Catherine (et al.)

  • Functional linear regression models for scalar responses on remote sensing data: an application to Oceanography

    Pages 15-21

    Acar-Denizli, Nihan (et al.)

  • A diagonal componentwise approach for ARB(1) prediction

    Pages 23-31

    Álvarez-Liébana, Javier (et al.)

  • A general sparse modeling approach for regression problems involving functional data

    Pages 33-40

    Aneiros, Germán (et al.)

Buy this book

eBook $119.00
price for USA (gross)
  • ISBN 978-3-319-55846-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $159.99
price for USA
  • ISBN 978-3-319-55845-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Functional Statistics and Related Fields
Editors
  • Germán Aneiros
  • Enea G. Bongiorno
  • Ricardo Cao
  • Philippe Vieu
Series Title
Contributions to Statistics
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-55846-2
DOI
10.1007/978-3-319-55846-2
Softcover ISBN
978-3-319-55845-5
Series ISSN
1431-1968
Edition Number
1
Number of Pages
XXIV, 288
Number of Illustrations
40 b/w illustrations
Topics