{"product_id":"approximation-theory-and-algorithms-for-data-analysis-book-armin-iske-9783030052270","title":"Approximation Theory and Algorithms for Data Analysis","description":"\u003cp\u003eThis textbook offers an accessible introduction to the theory and numerics of approximation methods, combining classical topics of approximation with recent advances in mathematical signal processing, and adopting a constructive approach, in which the development of numerical algorithms for data analysis plays an important role.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\n\n\u003cp\u003eThe following topics are covered:\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\n\n\u003cp\u003e* least-squares approximation and regularization methods\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\n\n\u003cp\u003e* interpolation by algebraic and trigonometric polynomials\u003c\/p\u003e\n\n\u003cp\u003e* basic results on best approximations\u003c\/p\u003e\n\n\u003cp\u003e* Euclidean approximation\u003c\/p\u003e\n\n\u003cp\u003e* Chebyshev approximation\u003c\/p\u003e\n\n\u003cp\u003e* asymptotic concepts: error estimates and convergence rates\u003c\/p\u003e\n\n\u003cp\u003e* signal approximation by Fourier and wavelet methods\u003c\/p\u003e\n\n\u003cp\u003e* kernel-based multivariate approximation\u003c\/p\u003e\n\n\u003cp\u003e* approximation methods in computerized tomography\u003c\/p\u003e\n\n\u003cp\u003eProviding numerous supporting examples, graphical illustrations, and carefully selected exercises, this textbook is suitable for introductory courses, seminars, and distance learning programs on approximation for undergraduate students.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52595825312017,"sku":"NLS9783030052270","price":84.49,"currency_code":"USD","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52760948834577,"sku":"NIN9783030052270","price":64.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783030052270.jpg?v=1786442333","url":"https:\/\/www.worldofbooks.com\/products\/approximation-theory-and-algorithms-for-data-analysis-book-armin-iske-9783030052270","provider":"World of Books ","version":"1.0","type":"link"}