Robust Statistical Methods With R, Second Edition

Informationen zum Autor Jana Jurecková is a Professor of Statistics at the Charles University, Prague. Zusammenfassung The second edition of Robust Statistical Methods with R provides a systematic treatment of robust procedures with an emphasis on new developments and on the computational aspects. Inhaltsverzeichnis 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 Bibliography, Subject Index, Author Index

Product details

• Authors: Jana (Charles University Jureckova, Jana Picek Jureckova, Jana Jurečková, Jan Picek, Picek Jan, Martin Schindler, Schindler Martin
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 23.05.2019
• EAN: 9781138035362
• ISBN: 978-1-138-03536-2
• No. of pages: 268
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; COMPUTERS / General, REFERENCE / General, MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Probability & Statistics / Bayesian Analysis, Probability & statistics, Mathematical & statistical software, Probability and statistics, Mathematical and statistical software