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Robust Statistics
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Robust Statistics Tapa dura - 2006 - 1st Edición

de Maronna


Descripción de contraportada

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.

Detalles

  • Título Robust Statistics
  • Autor Maronna
  • Encuadernación Tapa dura
  • Número de edición 1st
  • Edición 1
  • Páginas 436
  • Volúmenes 1
  • Idioma ENG
  • Editorial John Wiley & Sons, New York: John Wiley & Sons, 2006
  • Fecha de publicación 2006-06-01
  • Ilustrado
  • Features Bibliography, Illustrated, Index, Table of Contents
  • ISBN 9780470010921 / 0470010924
  • Peso 1.64 libras (0.74 kg)
  • Dimensiones 9.14 x 6.45 x 1.16 pulgadas (23.22 x 16.38 x 2.95 cm)
  • Número de catálogo de la Librería del Congreso de EEUU 2004266770
  • Dewey Decimal Code 519.5

Reseñas en medios

Citas

  • Scitech Book News, 09/01/2006, Page 38

Acerca del autor

Ricardo Maronna is a Professor in the Department of Mathematics, Faculty of Exact Sciences, National University of La Plata, Argentina, and researcher at C.I.C.P.B.A. He is the author of numerous research articles on robust statistics, especially in the areas of regression and multivariate analysis.

Doug Martin is a Professor in the Department of Statistics, and Director of the Computational Finance Program at the University of Washington in Seattle, Washington. He was a consultant at Bell Laboratories for many years, and author of numerous research articles on robust methods for time series. Martin founded the original S-PLUS company Statistical Sciences, Inc., and led the development of the S-PLUS Robust Statistics Library.

Victor Yohai, is a Professor in the Department of Mathematics, Faculty of Exact and Natural Sciences, University of Buenos Aires, Argentina, and researcher at CONICET. He is the author of a large number of important research articles on robust statistics, in particular on regression and time series. Several of the procedures proposed by him have been implemented in the robust library of S-PLUS.

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Robust Statistics : Theory and Methods
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Robust Statistics : Theory and Methods

de Maronna, Ricardo A., Yohai, Victor J., Martin, Douglas R

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Robust Statistics: Theory and Methods
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Robust Statistics: Theory and Methods

de Ricardo Maronna, Doug Martin, Victor Yohai

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Wiley. Used - Good. Ships from UK in 48 hours or less (usually same day). Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. 100% money back guarantee. We are a world class secondhand bookstore based in Hertfordshire, United Kingdom and specialize in high quality textbooks across an enormous variety of subjects. We aim to provide a vast range of textbooks, rare and collectible books at a great price. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. We provide a 100% money back guarantee and are dedicated to providing our customers with the highest standards of service in the bookselling industry.
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Robust Statistics Ricardo A. Maronna
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Robust Statistics Ricardo A. Maronna

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In overall good condition, no pages missing. Shipping can take between 2-6weeks for international deliveries. Hardback copies may or may not have dust jackets, please get in contact for more information.
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Robust Statistics: Theory and Methods
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Robust Statistics: Theory and Methods

de Ricardo A. Maronna; R. Douglas Martin; Victor J. Yohai

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Robust Statistics: Theory and Methods
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Robust Statistics: Theory and Methods

de Maronna, Ricardo A.

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Robust Statistics
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Robust Statistics

de Maronna

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Robust Statistics
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Robust Statistics

de Ricardo A. Maronna

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Robust Statistics: Theory and Methods

Robust Statistics: Theory and Methods

de Ricardo A. Maronna

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Hardback. New. 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.
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Robust Statistics: Theory and Methods
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Robust Statistics: Theory and Methods

de Maronna, Ricardo A.; Martin, Douglas R.; Yohai, Victor J

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Wiley, 2006-05-12. Hardcover. New. New. In shrink wrap. Looks like an interesting title!
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Robust Statistics: Theory and Methods (Wiley Series in Probability and Statistics)
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Robust Statistics: Theory and Methods (Wiley Series in Probability and Statistics)

de Victor J. Yohai Douglas R. Martin Ricardo A. Maronna

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John Wiley & Sons , pp. 436 . Papeback. New.
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