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Sprache/n: | Englisch |
Veröffentlichungsangabe: | Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2018 |
Umfang: | 1 Online-Ressource (1 online resource) |
Anmerkung: | Title from publisher's bibliographic system (viewed on 24 Sep 2018) |
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ISBN: | 978-1-139-34256-8 : ebook 1-139-34256-8 |
Identifikator: | DOI: 10.1017/9781139342568 |
Falsche ISBN: | *978-1-107-02976-7 - ISBN *1-107-02976-7 |
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Mehr zum Thema: | Klassifikation der Library of Congress: QA276Dewey Dezimal-Klassifikation: 519.5Mathematics Subject Classification: *62-01Mathematics Subject Classification: 62P12Mathematics Subject Classification: 62P35Mathematics Subject Classification: 97K80Mathematics Subject Classification: 62-07Mathematics Subject Classification: 00A06 |
Inhalt: | "This book provides a thorough and comprehensive coverage of most of the new and important quantitative methods of data analysis for graduate students and practitioners. In recent years, data analysis methods have exploded alongside advanced computing power, and it is critical to understand such methods to get the most out of data, and to extract signal from noise. The book excels in explaining difficult concepts through simple explanations and detailed explanatory illustrations. Most unique is the focus on confidence limits for power spectra and their proper interpretation, something rare or completely missing in other books. Likewise, there is a thorough discussion of how to assess uncertainty via use of Expectancy, and the easy to apply and undsyserstand Bootstrap method. The book is written so that descriptions of each method are as self-contained as possible"-- The nature of data and analysis -- Probability theory -- Statistics -- Interpolation -- Smoothed curve fitting -- Special curve fitting -- Serial products -- Fourier series -- Fourier transform -- Fourier sampling theory -- Spectral analysis -- Cross spectral analysis -- Filtering and deconvolution -- Linear parametric modeling -- Empirical orthogonal function (Eof) analysis |
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Standort: | Elektronische Ressource - Nutzung mit Bibliotheksausweis der Staatsbibliothek zu Berlin |
Anmerkung: | Temporär im Bestand der Staatsbibliothek |
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