Theoretical foundations of functional data analysis, with an introduction to linear operations
Provides essential coverage of functional data analysis and related areas.This book provides a uniquely broad compendium of the key mathematical concepts and results that are relevant for the theoretical development of functional data analysis (FDA).The self-contained treatment of selected topics of...
| Otros Autores: | , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Chichester, England :
Wiley
2015.
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| Edición: | 1st edition |
| Colección: | Wiley series in probability and statistics.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629574006719 |
| Sumario: | Provides essential coverage of functional data analysis and related areas.This book provides a uniquely broad compendium of the key mathematical concepts and results that are relevant for the theoretical development of functional data analysis (FDA).The self-contained treatment of selected topics of functional analysis and operator theory includes reproducing kernel Hilbert spaces, singular value decomposition of compact operators on Hilbert spaces and perturbation theory for both self-adjoint and non self-adjoint operators. The probabilistic foundation for FDA is described from the perspecti |
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| Notas: | Description based upon print version of record. |
| Descripción Física: | 1 online resource (364 p.) |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9781118762578 9781118762547 9781118762561 |
