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Methodology in Robust and Nonparametric Statistics Jana Jureckova 1. izdaja
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Methodology in Robust and Nonparametric Statistics
Jana Jureckova
Robust and nonparametric statistical methods have their foundation in fields ranging from agricultural science to astronomy, from biomedical sciences to the public health disciplines, and, more recently, in genomics, bioinformatics, and financial statistics. These disciplines are presently nourished by data mining and high-level computer-based algorithms, but to work actively with robust and nonparametric procedures, practitioners need to understand their background.
Explaining the underpinnings of robust methods and recent theoretical developments, Methodology in Robust and Nonparametric Statistics provides a profound mathematically rigorous explanation of the methodology of robust and nonparametric statistical procedures.
Thoroughly up-to-date, this book
Keeps mathematical abstractions at bay while remaining largely theoretical
Provides a pool of basic mathematical tools used throughout the book in derivations of main results
The methodology presented, with due emphasis on asymptotics and interrelations, will pave the way for further developments on robust statistical procedures in more complex models. Using examples to illustrate the methods, the text highlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. In addition, the authors provide exercises in the text.
410 pages
| Medij | Knjige Paperback Book (Knjiga z mehkimi platnicami in lepljenim hrbtom) |
| Izdano | 5. septembra 2019 |
| ISBN13 | 9780367381066 |
| Založniki | Taylor & Francis Ltd |
| Strani | 410 |
| Dimenzije | 150 × 220 × 10 mm · 453 g |
| Jezik | Angleščina |
![Cover for Jana Jureckova · Contributions to Statistics: Jaroslav Hajek Memorial Volume (Paperback Book) [Softcover Reprint of the Original 1st Ed. 1979 edition] (2014)](https://imusic.b-cdn.net/images/item/original/648/9789400993648.jpg?jana-jureckova-2014-contributions-to-statistics-jaroslav-hajek-memorial-volume-paperback-book&class=scaled&v=1470842550)
