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  • 1
    Online Resource
    Online Resource
    Chichester, England :J. Wiley,
    UID:
    almafu_9959329160502883
    Format: 1 online resource (xx, 403 pages) : , illustrations
    ISBN: 0470010940 , 9780470010945
    Content: "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 robust statistical methods in regression, multivariate analysis, generalized linear models and time series." "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.
    Note: Location and scale -- Measuring robustness -- Linear regression 1 -- Linear regression 2 -- Multivariate analysis -- Generalized linear models -- Time series -- Numerical algorithms -- Asymptotic theory of M-estimates -- Robust methods in S-plus -- Description of data sets.
    Additional Edition: Print version: Maronna, Ricardo A. Robust statistics. Chichester, England : J. Wiley, ©2006 ISBN 0470010924
    Language: English
    Keywords: Electronic books. ; Electronic books.
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  • 2
    UID:
    b3kat_BV024618825
    Format: 1 Online-Ressource
    ISBN: 0470010924 , 9780470010921 , 9780470010945
    Series Statement: Wiley series in probability and statistics
    Language: English
    Keywords: Robuste Statistik
    Library Location Call Number Volume/Issue/Year Availability
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  • 3
    Online Resource
    Online Resource
    Hoboken, N.J. :Wiley,
    UID:
    almafu_9959327272502883
    Format: 1 online resource (xvi, 354 pages) : , illustrations
    Edition: Second edition.
    ISBN: 9780470434680 , 0470434686 , 9780470010945 , 0470010940 , 9786612368196 , 6612368195
    Content: A new edition of the classic, groundbreaking book on robust statistics. Over twenty-five years after the publication of its predecessor, Robust Statistics, Second Edition continues to provide an authoritative and systematic treatment of the topic. This new edition has been thoroughly updated and expanded to reflect the latest advances in the field while also outlining the established theory and applications for building a solid foundation in robust statistics for both the theoretical and the applied statistician. A comprehensive introduction and discussion on the formal mathematical background.
    Note: ROBUST STATISTICS; CONTENTS; Preface; Preface to First Edition; 1 Generalities; 2 The Weak Topology and its Metrization; 3 The Basic Types of Estimates; 4 Asymptotic Minimax Theory for Estimating Location; 5 Scale Estimates; 6 Multiparameter Problems--in Particular Joint Estimation of Location and Scale; 7 Regression; 8 Robust Covariance and Correlation Matrices; 9 Robustness of Design; 10 Exact Finite Sample Results; 11 Finite Sample Breakdown Point; 12 Infinitesimal Robustness; 13 Robust Tests; 14 Small Sample Asymptotics; 15 Bayesian Robustness; References; Index.
    Additional Edition: Print version: Huber, Peter J. Robust statistics. Hoboken, N.J. : Wiley, ©2009 ISBN 9780470129906
    Additional Edition: ISBN 0470129905
    Language: English
    Keywords: Electronic books. ; Electronic books.
    Library Location Call Number Volume/Issue/Year Availability
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