Functional and High Dimensional Statistics and Related Fields is popular PDF and ePub book, written by Germán Aneiros in 2020-06-19, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Functional and High Dimensional Statistics and Related Fields can be Read Online from any device for your convenience.
Functional and High Dimensional Statistics and Related Fields Book PDF Summary
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 Book of Functional and High Dimensional Statistics and Related Fields PDF
- Author : Germán Aneiros
- Release : 19 June 2020
- Publisher : Springer Nature
- ISBN : 9783030477561
- Genre : Mathematics
- Total Page : 254 pages
- Language : English
- PDF File Size : 9,8 Mb
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