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Robust statistical methods with R

Author: Jana Jurečková; Jan Picek
Publisher: Boca Raton : Chapman & Hall/CRC, 2006.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Robust statistical methods were developed to supplement the classical procedures when the data violate classical assumptions. They are ideally suited to applied research across a broad spectrum of study, yet most books on the subject are narrowly focused, overly theoretical, or simply outdated. Robust Statistical Methods with R provides a systematic treatment of robust procedures with an emphasis on practical  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Jana Jurečková; Jan Picek
ISBN: 9781584884545 1584884541
OCLC Number: 123236577
Description: xi, 197 pages : illustrations ; 25 cm
Contents: Mathematical tools of robustness --
Basic characteristics of robustness --
Robust estimators of real parameter --
Robust estimators in linear model --
Multivariate location model --
Some large sample properties of robust procedures --
Some goodness-of-fit tests.
Responsibility: Jana Jurečková, Jan Picek.
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Abstract:

Offers a systematic account of robust statistical methods. This work covers differentiable statistical functions, influence functions, asymptotic distributions, and more. It also provides many  Read more...

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