Rank–Based Statistical Inference

with examples in Biosciences

Olena Kravchuk, You–Gan Wang (Autoren)

Buch | Hardcover

220 Seiten

2022
Wiley-Blackwell (Verlag)
978-1-119-02562-7 (ISBN)

Infos

Presents a practical approach to rank-based univariate inference and explores the links between the theories of stochastic processes and robustness and efficiency of rank tests and estimators. Novel visualisation tools for data diagnostics for rank-based procedures are introduced along with practical examples of R-codes and R-packages with applications and case-studies from the biosciences field.  A supporting website features datasets and R code enabling readers to implement rank procedures computationally in R and to support the inference with a proper data diagnostics. Practical examples, exercises and solutions are presented throughout.

Produkt-Details

• Erscheint lt. Verlag: 17.2.2022
• Reihe/Serie: Statistics in Practice
• Verlagsort: Hoboken
• Sprache: englisch
• Maße: 152 x 229 mm
• Themenwelt: Mathematik / Informatik ► Mathematik ► Analysis
• Themenwelt: Naturwissenschaften ► Biologie
• ISBN-10: 1-119-02562-1 / 1119025621
• ISBN-13: 978-1-119-02562-7 / 9781119025627
• Zustand: Neuware