{"product_id":"theoretical-foundations-of-functional-data-analysis-with-an-introduction-to-linear-operators-tailen-hsing-professor-department-of-statistics-university-of-michigan-usa-9780470016916","title":"Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators","description":"\u003cp\u003e\u003ci\u003eTheoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators\u003c\/i\u003e van Tailen Hsing is a study book that clearly and systematically covers the theoretical foundations of functional data analysis (FDA). The book provides an in-depth description of the mathematical concepts and statistical methods that are essential for the analysis of functional data within Hilbert spaces.\u003c\/p\u003e\u003ch3\u003eDescription\u003c\/h3\u003e\u003cp\u003eThis publication provides a self-contained overview of functional analysis and operator theory, including reproducing kernel Hilbert spaces and singular value decompositions. The probabilistic underpinning from random elements in Hilbert spaces and continuous-time stochastic processes forms the basis of the FDA techniques discussed.\u003cbr\u003e\u003cbr\u003eIn addition, it introduces nonparametric estimation methods such as kernel smoothing and regularized smoothing for investigating the properties of estimators of, for example, mean elements, covariance operators, and principal components. It also presents a general approach to canonical correlations in Hilbert spaces, with which FDA models for factor analysis, regression, MANOVA, and discriminant analysis are developed.\u003cbr\u003e\u003cbr\u003eThe book is intended as a valuable reference work for researchers and statisticians who want to delve into the mathematical aspects of functional data analysis and complex statistical questions in this field.\u003c\/p\u003e\u003ch3\u003eProduct specifications\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\u003cli\u003e\u003cstrong\u003eAuthor:\u003c\/strong\u003e Tailen Hsing (Professor, Department of Statistics, University of Michigan, USA)\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eSeries:\u003c\/strong\u003e Wiley Series in Probability and Statistics\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003ePublisher:\u003c\/strong\u003e John Wiley \u0026amp; Sons Inc\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003ePublication date:\u003c\/strong\u003e 2015-05-08\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eNumber of pages:\u003c\/strong\u003e 368\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 9780470016916\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eTopic:\u003c\/strong\u003e Functional analysis and transforms\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eBISAC:\u003c\/strong\u003e MATHEMATICS \/ Functional Analysis\u003c\/li\u003e\u003cp\u003e\u003c\/p\u003e\u003c\/ul\u003e\u003ch3\u003eAbout the author\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eTailen Hsing\u003c\/b\u003e is a Professor at the University of Michigan and a Fellow of the International Statistical Institute and the Institute of Mathematical Statistics. His research includes, among other things, bioinformatics, extreme value theory, functional data analysis, and large-sample theory.\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eRandall Eubank\u003c\/b\u003e is Professor Emeritus at Arizona State University and a respected expert in functional data analysis. He is known for his contributions to the field and for being a frequent invited speaker at international conferences.\u003c\/p\u003e","brand":"Intertaal","offers":[{"title":"Default Title","offer_id":56354516795732,"sku":"9780470016916","price":76.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0967\/0538\/0692\/files\/theoretical-foundations-functional-data-analysis-with-an-introduction-959.webp?v=1783598697","url":"https:\/\/intertaalid.nl\/en\/products\/theoretical-foundations-of-functional-data-analysis-with-an-introduction-to-linear-operators-tailen-hsing-professor-department-of-statistics-university-of-michigan-usa-9780470016916","provider":"Intertaal","version":"1.0","type":"link"}