Science/Engineering Robust Statistical Methods with R (1584884541)

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Author: Jana Jureckova, Jan Picek,
Publisher: Chapman & Hall/CRC
ISBN: 1584884541

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across a broad spectrum of study, yet most books on the subject are narrowly focused, overly theoretical, or simply outdated.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 application. The authors work from underlying mathematical tools to implementation, paying special attention to the computational aspects. They cover the whole range of robust methods, including differentiable statistical functions, distance of measures, influence functions, and asymptotic distributions, in a rigorous yet approachable manner. Highlighting hands-on problem solving, many examples and computational algorithms using the R software supplement the discussion. The book examines the characteristics of robustness, estimators of real parameter, large sample properties, and goodness-of-fit tests. It also includes a brief overview of R in an appendix for those with little experience using the software. Based on more than a decade of teaching and research experience, Robust Statistical Methods with R offers a thorough, detailed overview of robust procedures. It is an ideal introduction for those new to the field and a convenient reference for those who apply robust methods in their daily work.

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	Health Introduction to Robust Estimation and Hypothesis Testing, Second Edition (Statistical Modeling and Decision Science) Publisher: Academic Press; 2 editionLanguage: EnglishISBN: 0127515429Paperback: 608 pagesData: December 22, 2004Format: PDFDescription: "...greatly enhanced...almost twice as large as the first edition. This would now seem to be a good book ...
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	Health Introduction to Robust Estimation and Hypothesis Testing, Second Edition (Statistical Modeling and Decision Science) Publisher: Academic Press; 2 editionLanguage: EnglishISBN: 0127515429Paperback: 608 pagesData: December 22, 2004Format: PDFDescription: "...greatly enhanced...almost twice as large as the first edition. This would now seem to be a good book ...
	Science/Engineering Robust Statistics: Theory and Methods (repost) Ricardo A. Maronna, Douglas R. Martin, Victor J. Yohai , "Robust Statistics: Theory and Methods" Wiley \| 2006 \| ISBN: 0470010924 \| 436 pages \| PDF \| 2,5 MB Classical statistical techniques fail to cope well with deviations from a standa ...
	Science/Engineering Robust Methods in Biostatistics Stephane Heritier, Eva Cantoni, Samuel Copt, Maria-Pia Victoria-Feser, "Robust Methods in Biostatistics"Wiley \| 2009-06-15 \| ISBN: 0470027266 \| 292 pages \| PDF \| 3 MBRegulatory bodies and medical journals regularly raise their standards ...
	Science/Engineering Robust Statistical Procedures (CBMS-NSF Regional Conference Series in Applied Mathematics) Peter J. Huber «Robust Statistical Procedures (CBMS-NSF Regional Conference Series in Applied Mathematics)»Publisher: Society for Industrial Mathematics \| Edition: 1987 \| ISBN: 089871379X \| PDF \| 77 pages \| 3,64 MbHere is a brief, well-or ...
	Science/Engineering Robust Statistical Procedures Robust Statistical ProceduresPublisher: Society for Industrial Mathematics \| Edition: 1987 \| ISBN: 0898724983 \| PDF \| 77 pages \| 2.49 MbHere is a brief, well-organized, and easy-to-follow introduction and overview of robust statistics. Hube ...
	Mathematics Robust Statistics: Theory and Methods Author: Ricardo A. Maronna (Author), Douglas R. Martin (Author), Victor J. Yohai (Author)Publisher: WileyISBN: 0470010924Pages: 436Product DetailsHardcover: 436 pagesPublisher: Wiley; 1 edition (June 13, 2006)Language: EnglishISBN-10: 04700 ...

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