Robust statistical methods with R / Jana Jurecková, Jan Picek, Martin Schindler.
By: Jurečková, Jana [author.].
Contributor(s): Picek, Jan [author.] | Schindler, Martin (Mathematician) [author.].
Material type:
BookPublisher: Boca Raton, Florida : CRC Press, [2019]Edition: Second edition.Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781315268125; 1315268124; 9781351975117; 1351975110; 9781351975124; 1351975129; 9781351975131; 1351975137.Subject(s): Robust statistics | Mathematical statistics | R (Computer program language) | MATHEMATICS / Applied | MATHEMATICS / Probability & Statistics / GeneralDDC classification: 519.5 Online resources: Taylor & Francis | OCLC metadata license agreement
Contents:
Introduction -- Mathematical tools of robustness -- Characteristics of robustness -- Estimation of real parameter -- Linear model -- Multivariate model -- Large sample and finite sample behavior of robust estimators -- Robust and nonparametric procedures in measurement error models -- Appendix A.
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Introduction -- Mathematical tools of robustness -- Characteristics of robustness -- Estimation of real parameter -- Linear model -- Multivariate model -- Large sample and finite sample behavior of robust estimators -- Robust and nonparametric procedures in measurement error models -- Appendix A.
OCLC-licensed vendor bibliographic record.
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