Robust Statistics (Hardcover)

Ricardo A. Maronna

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Lingua: inglese

Editore: John Wiley & Sons Inc, New York, 2006

0470010924 / 9780470010921

  • Prima edizione
  • Rilegato
  • Nuovo
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Da: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail

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Venditore AbeBooks dal 12 ottobre 2005

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Hardcover. Classical statistical techniques fail to cope well with deviations from a standard distribution. Robust statistical methods take into account these deviations while estimating the parameters of parametric models, thus increasing the accuracy of the inference. Research into robust methods is flourishing, with new methods being developed and different applications considered. Robust Statistics sets out to explain the use of robust methods and their theoretical justification. It provides an up-to-date overview of the theory and practical application of the robust statistical methods in regression, multivariate analysis, generalized linear models and time series. This unique book: Enables the reader to select and use the most appropriate robust method for their particular statistical model.Features computational algorithms for the core methods.Covers regression methods for data mining applications.Includes examples with real data and applications using the S-Plus robust statistics library.Describes the theoretical and operational aspects of robust methods separately, so the reader can choose to focus on one or the other.Supported by a supplementary website featuring time-limited S-Plus download, along with datasets and S-Plus code to allow the reader to reproduce the examples given in the book. Robust Statistics aims to stimulate the use of robust methods as a powerful tool to increase the reliability and accuracy of statistical modelling and data analysis. It is ideal for researchers, practitioners and graduate students of statistics, electrical, chemical and biochemical engineering, and computer vision. There is also much to benefit researchers from other sciences, such as biotechnology, who need to use robust statistical methods in their work. Robust Statistics fills the need for a solid, up-to-date text that presents a broad overview of the theory of robust statistics, integrated with applications and computing. The book features in-depth coverage of the key methodology, including regression, multivariate analysis, and time series. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

Codice articolo 9780470010921

Titolo
Robust Statistics (Hardcover)
Autore
Ricardo A. Maronna
Editore
John Wiley & Sons Inc, New York
Anno di pubblicazione
2006
Condizione
new
Rilegatura
Hardcover
Lingua
inglese
ISBN 10
0470010924
ISBN 13
9780470010921
Edizione
prima edizione

Grand Eagle Retail

Bensenville, IL, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 12 ottobre 2005

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 6 a 14 giorni lavorativiDa 6 a 16 giorni lavorativi
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