Download the fantastic book titled Functional and High Dimensional Statistics and Related Fields written by Germán Aneiros, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Functional and High Dimensional Statistics and Related Fields", which was released on 19 June 2020. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Mathematics genre.
Summary of Functional and High Dimensional Statistics and Related Fields by Germán Aneiros PDF
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.
Detail About Functional and High Dimensional Statistics and Related Fields PDF
- Author : Germán Aneiros
- Publisher : Springer Nature
- Genre : Mathematics
- Total Pages : 254 pages
- ISBN : 3030477568
- Release Date : 19 June 2020
- PDF File Size : 42,5 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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