{"product_id":"9783031923821","title":"Contributions to Statistics","description":"\u003ch1\u003eContributions to Statistics\u003c\/h1\u003e \u003ch2\u003eAneiros, Germán; Bongiorno, Enea G.; Goia, Aldo; Hušková, Marie\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp class=\"MsoNoSpacing\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-bidi-font-size: 11.0pt; font-family: 'Aptos',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-US;\"\u003eThis volume gathers peer-reviewed contributions presented at the 6th International Workshop on Functional and Operatorial Statistics, IWFOS 2025, held in Novara, Italy, June 25-27, 2025. \u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNoSpacing\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-bidi-font-size: 11.0pt; font-family: 'Aptos',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-US;\"\u003eCovering a broad spectrum of topics in functional and operatorial statistics and related fields, including high-dimensional statistics and machine learning, the contributions tackle both fundamental theoretical challenges and practical applications. A variety of features of statistics for functional data are addressed, such as estimation of functional features, exploration and pre-processing of functional data, methodologies for functional regression and forecasting problems, unsupervised and supervised classification, and testing procedures. Nonstandard functional data and situations which go beyond the pattern of samples of independent variables are investigated, and a link to the field of artificial intelligence is presented. Interesting real data applications to medicine, health, economics and the natural, environmental and social sciences are featured throughout.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNoSpacing\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-bidi-font-size: 11.0pt; font-family: 'Aptos',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-US;\"\u003eInitiated at the University of Toulouse in 2008, the series of IWFOS workshops fosters discussion and international collaboration on theoretical advancements, methodological innovations, and applications in functional and operatorial statistics and related fields.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNoSpacing\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-bidi-font-size: 11.0pt; font-family: 'Aptos',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-US;\"\u003eChapter 42 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.\u003c\/span\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-05-24\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031923821\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-92383-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 567\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":44521682239628,"sku":"9783031923821","price":179.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031923821_ebcfa6df-bfa6-448c-81dc-245af281927a.jpg?v=1779936556","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031923821","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}