Theoretical foundations of functional data analysis, with an introduction to linear operators
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...
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| Format: | eBook |
| Language: | English |
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Chichester, West Sussex, United Kingdom
Wiley
2015
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| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | 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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| Physical Description: | 1 online resource |
| ISBN: | 9780470016916 9781118762578 1118762568 0470016914 1118762576 9781118762547 9781118762561 1118762541 |